Top Lumiata Alternatives

Transform your scattered health information into a cohesive and accessible format with an interactive AI and NLP platform that delivers critical health insights for a diverse range of stakeholders. This cutting-edge technology benefits Providers by expediting the data abstraction process and validating clinical information within notes, which in turn reduces the time and expenses linked to pinpointing care gaps, evaluating care quality through dashboards, and generating registry reports. For Payers, it enhances the integration and analysis of claims data alongside clinical notes, thereby improving the management of high-risk and high-cost member populations. In the Life Sciences sector, this solution accelerates patient matching for clinical trials by utilizing both databases and clinical note data, effectively tapping into the potential of real-world clinical evidence. Ember seamlessly combines NLP with predictive analytics, optimizing healthcare analytics for unstructured data to enhance quality, efficiency, and outcomes throughout the healthcare system. Consequently, stakeholders are empowered to make well-informed decisions that not only elevate patient care but also optimize resource allocation for better healthcare delivery. Ultimately, this holistic approach fosters a more connected and efficient healthcare ecosystem.

Employ cutting-edge machine learning methodologies for an in-depth analysis of text that facilitates the extraction, interpretation, and secure storage of textual information. Utilizing AutoML, one can effortlessly build high-performance custom machine learning models without needing to write any code. Enhance your applications by implementing natural language understanding via the Natural Language API, which significantly boosts their capabilities. By employing entity analysis, you can accurately identify and categorize various elements in documents such as emails, chats, and social media exchanges, followed by conducting sentiment analysis to assess customer feedback and generate actionable insights for enhancing products and user experiences. Moreover, the Natural Language API, paired with speech-to-text functionalities, allows you to gather meaningful insights from audio sources as well. The Vision API also adds to your toolkit by providing optical character recognition (OCR) to convert scanned documents into digital formats. Additionally, the Translation API broadens your understanding of sentiment across multiple languages, making it easier to connect with diverse audiences. With the ability to perform custom entity extraction, you can uncover specialized entities within your documents that might be overlooked by conventional models, thereby saving time and resources that would otherwise be spent on manual processing. Furthermore, this robust methodology allows you to train your own high-quality machine learning models, enabling precise classification, extraction, and sentiment assessment, which enhances the efficiency and focus of your analysis. Ultimately, this all-encompassing strategy guarantees a thorough understanding of both textual and audio data, equipping businesses with profound insights to drive better decision-making and strategies.

The incorporation of artificial intelligence is poised to transform the landscape of healthcare diagnostics. Utilizing AI and predictive analytics enables us to identify diseases at an early stage while improving the precision of diagnoses. Our innovative cloud-based AI platform seeks to make healthcare more accessible and cost-effective for all individuals. Endimension Technology, an emerging AI startup nurtured at IIT Bombay, focuses on creating sophisticated algorithms that detect abnormalities and illnesses through medical imaging. Our diverse team includes specialists in machine learning, software development, and healthcare professionals from prestigious institutions. We are committed to developing AI-powered healthcare solutions that aim to significantly reduce the chances of misdiagnosis among patients. Additionally, our technology is intended to ease the burden on radiologists and enhance the speed at which patients obtain their results, thus contributing to improved healthcare outcomes. By tapping into the capabilities of AI, we envisage a future where diagnostic procedures are not only more efficient but also more trustworthy. Our ultimate goal is to ensure that advancements in technology lead to enhanced patient care and overall health system improvements.

Microsoft Cloud for Healthcare is a comprehensive platform designed to transform the healthcare landscape through the implementation of AI-driven solutions, data integration, and the promotion of secure, interconnected experiences. It supports healthcare providers, payors, and life sciences organizations in improving patient care, refining operations, and enhancing research initiatives. The platform offers tools that safeguard sensitive information, streamline clinical workflows, and promote increased patient engagement. By leveraging actionable insights from combined clinical and operational data, Microsoft Cloud for Healthcare enables healthcare organizations to realize better outcomes, increase efficiency, and reduce costs. Furthermore, this cutting-edge platform plays a crucial role in shaping the trajectory of healthcare delivery, driving innovation, and facilitating a more responsive healthcare ecosystem. In doing so, it paves the way for a future where healthcare is not only more effective but also more accessible to all.

We believe that Waveform AI holds great promise for transforming the healthcare sector, and we are actively creating a platform aimed at providing clinicians with vital information and support across the entire care continuum. Effecting change in healthcare necessitates a collaborative approach, and to contribute to the industry's progress, we are releasing peer-reviewed studies on AI to demonstrate its advantages throughout the patient care journey. Our platform is specifically designed to help providers recognize patients at high risk for sleep apnea by utilizing data from electronic medical records, waveforms, wearables, and a variety of other sources, which will enable timely referrals for diagnosis. By harnessing this information, we can assist healthcare professionals in identifying the most vulnerable patients from a large undiagnosed population, classifying them according to their risk of adverse outcomes and associated healthcare expenses. Furthermore, we aim to optimize the diagnostic workflow for clinicians, empowering them to manage a larger patient volume with greater efficiency and effectiveness, thereby enhancing the overall quality and speed of sleep apnea diagnoses. Ultimately, our goal is to contribute to the creation of a healthier future for all individuals, ensuring that no one is overlooked in the pursuit of better health outcomes.

The healthcare landscape is subject to rapid and significant changes. Therefore, care facilities must be flexible, well-equipped, and utilize cutting-edge technology that adapts to shifting demands. The care.ai Smart Care Facility Operating Platform transforms healthcare environments through powerful AI-driven automation, which simplifies processes, saves valuable time, reduces costs, and lightens the burden on care teams, allowing them to focus on delivering the highest quality patient care. A network of sensors, strategically distributed throughout the facility, continuously monitors a range of conditions while learning from the behaviors it observes. As this system accumulates behavioral data, the care facility enhances its intelligence and self-awareness, automating many monotonous tasks. This real-time analysis of clinical and operational conditions yields critical insights into behaviors, promoting ongoing improvements in processes and optimized patient care delivery. Consequently, healthcare providers are empowered to quickly adjust to new challenges, ensuring that the focus on patient care remains central to their operational strategies, thereby enhancing overall healthcare effectiveness.

Elevate your medical practices by unlocking and integrating information through our secure, interconnected healthcare platform. Our solution leverages advanced APIs and robust data integration features, combined with a wide range of platform services and interoperable tools, to enhance existing applications and streamline care delivery processes. By activating your data today, you can create a cohesive health platform that meets your organization's needs. DataMedx specializes in developing a Health Data Mesh (HDM) tailored specifically for your organization, utilizing APIs and data integration capabilities alongside a comprehensive suite of services and tools to enhance workflows. Our innovative solution standardizes and consolidates information from diverse sources such as claims, clinical data, laboratories, and sensors into a single, unified patient record. This simplification allows for easy access to entire populations from various applications through a single data visualization layer, significantly improving patient outcomes and operational efficiency. By adopting this forward-thinking approach, your organization can achieve unparalleled connectivity and a new standard of care in healthcare delivery, fostering a more integrated and responsive healthcare ecosystem.

Utilize advanced cloud analytics and data science innovations to analyze healthcare information and develop groundbreaking AI solutions. Design evidence-based care models that not only improve patient experiences but also increase clinician satisfaction levels. In addition, strive to reduce healthcare expenses while enhancing the overall health outcomes of the population. The Oracle Autonomous Data Warehouse alleviates the challenges of managing data warehouses and crafting data-centric applications by addressing essential elements such as database management and security measures. With its fully integrated suite of tools for data ingestion, preparation, and machine learning (ML), you can easily store, manage, and leverage your data. Transform your findings into actionable evidence-based care strategies and precision medicine frameworks that can significantly impact patient care. Provide executives, analysts, and IT staff with the capability to access business intelligence from any location, whether they are in an office or at healthcare facilities. Accelerate your analytical workflows through automated data preparation and built-in ML features, ensuring a cohesive strategy for data-informed decision-making. Effectively leveraging these resources enables organizations to nurture a culture of ongoing enhancement in healthcare service delivery while fostering a collaborative environment among various stakeholders.

Wayfinder is an all-encompassing SaaS platform tailored for the healthcare and life sciences industries, expertly fusing data, analytics, and AI to accelerate the extraction of crucial insights. This cutting-edge solution allows for rapid access to intricate insights sourced from healthcare data. Built on the powerful Databricks Lakehouse architecture, Wayfinder connects to over 45 terabytes of anonymized and enriched claims data, specifically engineered to meet the extensive data processing needs of these sectors. By utilizing Wayfinder, users can delve into high-quality claims data to identify rare patient demographics, effectively target healthcare providers, chart comprehensive patient journeys, and reveal key market trends, all while providing the detailed information necessary to shape strategies that promote differentiation and growth. With Wayfinder, the emphasis transitions from mere data management to profound analysis, equipping stakeholders to make well-informed decisions and drive innovation in their operations. Furthermore, this platform not only boosts operational efficiency but also empowers users to harness data more strategically for ongoing improvements and future advancements, thereby fostering a culture of continuous growth and adaptability.

We integrate clinical insights and experimental findings using machine learning methodologies to investigate the complexities of human diseases and advance the field of precision medicine. Our pioneering Contingent AI™ technology adeptly navigates the complex interconnections within the data, resulting in valuable insights. To mitigate biases in our data, we enhance our machine learning algorithms by refining decisions made during the initial stages of data pre-processing and feature engineering. Employing zebrafish, cellular models, and a variety of phenotypic animal models, we validate in silico predictions through rigorous in vivo experimentation, complemented by genetic modifications executed both in vitro and in vivo to facilitate better translation of results. Through the application of active learning and computer vision techniques on validated models concentrating on cardiac, central nervous system, and rare diseases, we efficiently incorporate fresh data into our machine learning systems. This ongoing refinement process not only amplifies the precision of our predictions but also positions us as leaders in the evolving landscape of precision medicine research. By continuously adapting our methodologies, we ensure our work remains relevant and impactful in addressing the challenges posed by human diseases.

The costs, complexities, and extended durations associated with conventional evidence generation methods restrict the nimbleness of research, making it challenging to fully integrate authentic patient perspectives into the development and commercialization of treatments. Our HyperStream operates as the world's most extensive real-time repository of patient experience data, capturing the true digital stories of illnesses as shared by actual patients across diverse online platforms. The Pharos platform serves as a web-based tool designed for evidence generation and a research framework that harnesses its integrated data streaming and artificial intelligence capabilities to efficiently collect online patient experience data, enabling teams to rapidly identify critical evidence when needed. To date, the Pharos Suite has successfully produced significant evidence and patient insights in numerous therapeutic areas and medical conditions, showcasing its adaptability and influence on research methodologies. This groundbreaking strategy not only accelerates the evidence collection process but also deepens the comprehension of patient experiences as they unfold in real-time, reinforcing the value of patient narratives in shaping future healthcare solutions. Ultimately, by bridging the gap between research and patient input, we can foster a more responsive and effective healthcare ecosystem.

Our cutting-edge technology, driven by artificial intelligence (AI), reshapes both structured and unstructured healthcare data into a reliable, high-quality, and standardized dataset suitable for application across your organization. By providing near real-time access to information from diverse systems, our solutions reduce the burden of manual data abstraction, allowing your administrative and clinical teams to regain precious time that can be redirected toward quality enhancements and research initiatives. Our comprehensive array of products and services equips you to collect, analyze, and leverage your data efficiently, regardless of its origin, therapeutic focus, departmental context, or existing reporting, business intelligence, or analytical frameworks. Atlas harnesses the combined strengths of human expertise and AI to simplify the complex task of discovering and interpreting patient data for clinical registries. In parallel, Cartographer adeptly navigates, assesses, and interprets patient information across various platforms, standardizing it into a cohesive format while delivering valuable insights. Ultimately, our groundbreaking solutions not only boost operational efficiency but also facilitate informed decision-making at every level of your organization, fostering a culture of continuous improvement and innovation. By integrating these advanced tools, you position your organization at the forefront of healthcare data management and strategic development.

DARA is at the forefront of transforming clinical decision-making and intervention techniques through a foundation built on proven medical science and clear systems biology. By partnering with healthcare professionals and key stakeholders, we provide innovative digital solutions that significantly improve health screening processes and the management of chronic conditions. Our strategy promotes the digital advancement of healthcare delivery by automating clinical workflows and integrating predictive analytics, ensuring alignment with the highest clinical guidelines and best practices available. We empower physicians with valuable health insights derived from customized predictions regarding disease risks and possible adverse outcomes, enhancing their ability to engage with patients effectively. Furthermore, we contribute to the pharmaceutical sector by revealing pharmacodynamics within complex biological systems and identifying novel therapeutic pathways. The use of predictive analytics applied to extensive patient data enhances personalized precision medicine, particularly in the realm of cardiometabolic diseases, helping to prevent severe health crises. With our advanced tools, healthcare can transition to a more proactive and adaptable model, fostering significantly improved patient care and overall health results. As we continue to innovate, our commitment to advancing the quality of care remains unwavering, paving the way for future developments in health technology.

Lightbeam is dedicated to enhancing population health by transforming data insights into actionable results, effectively addressing care gaps and minimizing risks. This method not only improves the standard of care but also elevates the overall well-being of patients. Through its comprehensive population health management platform, Lightbeam synthesizes diverse data sources to deliver a holistic 360-degree perspective on patients, which is vital for optimizing value-based care outcomes. In today's value-based care environment, effective risk management relies heavily on insights derived from data. Lightbeam's cutting-edge platform uniquely organizes patient data, facilitating the timely and strategic use of pertinent information. The influence of Lightbeam goes beyond merely changing how clients approach value-based care; it has played a crucial role in realizing substantial financial savings, accumulating over 2 billion dollars for clients since its launch in 2014, and its impact is just starting to unfold. Additionally, the technology-enabled services provided by Lightbeam seamlessly enhance these efforts, offering further resources to improve client outcomes. Consequently, organizations that collaborate with Lightbeam are well-positioned to make significant strides in their population health initiatives and achieve sustained success. The partnership with Lightbeam not only fosters growth but also ensures an ongoing commitment to innovation in healthcare management.

Revolutionize your healthcare experience with the groundbreaking Soliton® AI, which harnesses the power of 30,000 evidence-based rules alongside cutting-edge machine learning technologies. By streamlining a range of healthcare and management functions, Soliton® provides you with essential tools to excel in a value-driven care setting, showcasing unparalleled capabilities. It processes extensive patient data in real-time, which leads to improvements in both clinical outcomes and financial results while also accommodating various Alternative Payment Models (APMs). The platform enhances telehealth services by anticipating billable codes during patient consultations and estimating future healthcare expenses through advanced risk stratification techniques. Additionally, it offers timely clinical decision support that aids in the management of complex patient populations. Soliton® also enhances the patient journey by ensuring smooth transitions from acute to post-acute care through AI-enhanced care coordination. It effectively identifies gaps in care, reveals service and coding opportunities, and develops customized patient assessments and individualized care plans, all while allowing for the formation of specific cohorts for focused interventions. Consequently, Soliton® not only boosts operational efficiency but also significantly improves the overall quality of care provided to patients, ultimately leading to better health outcomes and satisfaction. Such innovations position Soliton® as a critical asset in modern healthcare delivery.

Thorough recommendations are integrated throughout the entire continuum of patient care, guaranteeing that each stage is effectively managed. There is a compelling initiative that promotes the assessment and oversight of both clinical and commercial results. Specific risk algorithms tailored to various diseases, including diabetes, cardiovascular conditions, kidney function, and liver health, have been developed across multiple therapeutic domains. A Comprehensive Wellness Score is implemented to assess the potential need for hospital admission. In addition, proprietary data and standardized protocols are enriched with accessible clinical content designed for patients, which is not only readily available but also adaptable for different uses and formats. Advanced decision support mechanisms utilize both established guidelines and machine learning techniques to scrutinize prescribers' medication prescribing habits. Moreover, a state-of-the-art customer feedback platform has been specifically crafted for healthcare providers, operating on a multi-faceted engine that takes into account various elements like spending, adherence to schedules, preventive healthcare visits, enhancements in clinical metrics and outcomes, along with demographic data, thereby delivering a comprehensive perspective on patient care and intervention requirements. This multifaceted strategy ultimately aims to improve patient outcomes while optimizing the efficiency of the healthcare system. By prioritizing both clinical effectiveness and user engagement, the approach strives for a more informed and responsive healthcare experience.

SquareML is a groundbreaking platform that removes the barriers of coding, allowing a broader audience to engage in advanced data analytics and predictive modeling, particularly in the healthcare sector. It enables individuals with varying degrees of technical expertise to leverage machine learning tools without the necessity for extensive programming knowledge. The platform is particularly adept at consolidating data from diverse sources, including electronic health records, claims databases, medical devices, and health information exchanges. Its notable features include a user-friendly data science lifecycle, generative AI models customized for healthcare applications, the capability to transform unstructured data, an assortment of machine learning models to predict patient outcomes and disease progression, as well as a library of pre-existing models and algorithms. Furthermore, it supports seamless integration with various healthcare data sources. By delivering AI-driven insights, SquareML seeks to streamline data processes, enhance diagnostic accuracy, and ultimately improve patient care outcomes, paving the way for a healthier future for everyone involved. With its commitment to accessibility and efficiency, SquareML stands out as a vital tool in modern healthcare analytics.

Create synergies among healthcare organizations such as hospitals and clinics, health insurance providers, and life sciences firms with application developers and health data collaborators to devise pioneering digital services utilizing FHIR APIs. Improve the effectiveness and safety of transitions throughout the care continuum, applicable to both in-patient and out-patient scenarios. Provide tailored wellness and preventive solutions for individuals at risk, promoting a proactive approach to health management. Foster collaboration among patients, healthcare practitioners, and physicians to tackle chronic conditions efficiently, resulting in enhanced management outcomes. Emphasize the development of patient-focused digital services that prioritize user experience and safety, while mitigating risks during transitions in care. Implement a robust enterprise platform designed for managing, securing, and scaling APIs that maintain independence from specific FHIR servers. Effectively unify healthcare data from numerous sources, which may include internal systems, external collaborators, or open-source FHIR-compatible resources. By rapidly deploying digital services such as mobile applications, further the goal of patient-centered healthcare and bolster data interoperability, ultimately enhancing healthcare delivery for all stakeholders involved. This strategy not only boosts patient engagement but also catalyzes innovation throughout the healthcare sector, creating a more responsive and effective system overall. Such advancements pave the way for a future where healthcare is more accessible and efficient for everyone.

Integrate Amazon Comprehend Medical to extract valuable insights from unstructured data, allowing for efficient search and retrieval capabilities. Utilize Amazon Athena for predictive analysis in health data, while also employing Amazon SageMaker machine learning models and Amazon QuickSight for thorough analytics. It is essential to maintain compliance with standards such as Fast Healthcare Interoperability Resources (FHIR) to ensure effective interoperability. Implement cloud-based medical imaging solutions to increase scalability and reduce costs. AWS HealthLake offers a HIPAA-compliant platform that allows healthcare and life sciences organizations to achieve a chronological view of health data, facilitating extensive queries and analytics. Advanced analytical tools and machine learning models can be used to evaluate population health trends, predict outcomes, and effectively manage healthcare expenses. By pinpointing deficiencies in care delivery, organizations can initiate targeted interventions grounded in a comprehensive understanding of patient journeys. Moreover, applying sophisticated analytics and machine learning to structured data can enhance appointment scheduling and reduce unnecessary medical interventions, ultimately leading to better patient care. As the healthcare landscape continues to evolve, the adoption of these technologies will be vital for optimizing operations and enhancing overall health outcomes. This proactive approach not only benefits patients but also aids healthcare providers in delivering more efficient services.

The Innovaccer Health Cloud is designed to propel your transformation journey forward. By consolidating patient information, it enables the generation of in-depth financial and clinical insights while fostering quicker innovation. Our platform assists healthcare providers in merging various patient data sources to deliver actionable insights directly at the point of care, ensuring improved collaboration among care teams and ultimately enhancing patient outcomes. We enhance connectivity and teamwork among payers, providers, and members, allowing for effective risk management, compliance adherence, and meeting the growing expectations of members. Additionally, we support medtech and biopharma companies in developing digital solutions that bridge the gap between healthcare and the optimization of real-world data throughout the entire value chain. This transformation shifts the focus from isolated systems to a unified platform, creating a comprehensive longitudinal patient record that promotes holistic care for individuals while streamlining healthcare delivery. Embrace this shift to realize the full potential of integrated healthcare.

Leveraging the power of Medius’ multi-cloud AI platform results in a striking accuracy and coverage rate that surpasses 90% in health intelligence and risk forecasts, derived from just a small selection of health variables. By scrutinizing a concise array of health data, Medius’ system adeptly compiles and analyzes vast datasets to deliver essential health risk and underwriting insights in a matter of seconds, achieving an outstanding level of accuracy and comprehensive coverage that aids both providers and payers in their evaluations, operational effectiveness, and cost-reduction initiatives. Additionally, Medius’ unique UW Studio™ functions as an all-encompassing underwriting platform that transforms the insurance sector, utilizing multiple science-based underwriting ensemble models to fulfill diverse business and technical requirements while mimicking human-like actuarial judgment with remarkable clinical accuracy. This forward-thinking methodology not only simplifies the decision-making process but also significantly boosts the overall efficiency of health insurance operations, ultimately leading to improved patient care and financial outcomes. In this way, Medius stands at the forefront of innovation, driving meaningful advancements in the health insurance landscape.

People around the world are affected by complex diseases and a multitude of symptoms. However, they share a singular essential need: the pressing urgency for the rapid development of safer and more effective treatments. Owkin aims to empower researchers in hospitals, universities, and pharmaceutical companies to understand the factors causing differences in drug responses among patients, expedite the drug development process, and identify the most suitable medication for each individual to improve health outcomes. At the heart of Owkin's research framework is Owkin Loop, which connects medical researchers to high-quality datasets obtained from leading academic institutions globally. This cutting-edge platform is built on two key components of Owkin's Software Stack: Owkin Studio, a machine learning platform, and Owkin Connect, which operates as a federated learning system. Furthermore, Owkin is actively involved in collaborative medical research across a variety of fields, such as Oncology, Immunology, and Cardiovascular diseases, highlighting its extensive commitment to enhancing patient care. Through these collaborative initiatives, Owkin strives to revolutionize healthcare by leveraging advanced technology and data-driven insights, ultimately aiming to improve the lives of patients everywhere.

Watson Health utilizes its core competencies, profound knowledge of the healthcare industry, and state-of-the-art technological solutions—including AI, blockchain, and data analytics—to support clients as they navigate their digital transformation journeys. By fusing innovative technology with expert consulting services, we help organizations increase efficiency and resilience, ultimately improving their capability to meet the needs of the communities they serve. Discover the Watson Health solutions that are crafted to maximize clinical, financial, and operational efficiency while leveraging analytics to bolster initiatives focused on at-risk populations. Moreover, our services enhance clinical trials and aid in the creation of real-world evidence, which is essential for the progression of healthcare methodologies. We also offer solutions that empower payers to manage performance, engage members, and maintain robust business networks effectively. In addition, Watson Health supports organizations with benefits analytics and fortifying business continuity, establishing ourselves as a holistic partner within the healthcare ecosystem. This comprehensive strategy underscores our dedication to fostering positive outcomes across diverse health system dimensions and elevating overall service delivery, ensuring that we remain at the forefront of healthcare innovation. Our commitment to continuous improvement is what drives us to constantly seek new ways to enhance patient care and operational success.

Introducing Liine, an innovative AI-driven platform designed to streamline the process of attracting new patients for healthcare providers. Operate your medical practice with the efficiency of a business enterprise. All inquiries made via phone and online channels are seamlessly collected in a single, user-friendly platform. Engage with potential patients in mere minutes instead of waiting for days or hours. Transform website form submissions into direct calls immediately. Your marketing efforts and patient acquisition statistics are systematically recorded without any extra effort. Eliminate the uncertainty surrounding your practice's growth. With insights derived from data, you can effectively oversee front-line operations. Enhance patient experiences and boost conversion rates by integrating patient-focused phone messaging. Celebrate top achievers with individual performance metrics, recognizing staff members who excel in booking patient appointments. The process of scheduling new patient opportunities becomes 76% more manageable for practices, allowing for a more efficient workflow and better service delivery. Embrace the future of healthcare management with Liine, where technology meets patient care.

Improve the impact of antimicrobial usage in healthcare facilities by providing prescribers and members of the Antimicrobial Stewardship Program (ASP) with our cutting-edge AI-based software, ZEVAC. The issue of antibiotic resistance has emerged as a significant public health crisis in contemporary society. ZEVAC stands out as a sophisticated AMS tool that leverages artificial intelligence to help hospitals eliminate unnecessary or inappropriate antibiotic prescriptions. Utilizing a scientific yet unconventional approach, ZEVAC addresses the escalating threat of antimicrobial resistance (AMR). With ZEVAC, healthcare providers gain access to accurate and customized predictions regarding antibiotic susceptibility, drawing from patient demographics, clinical specifics, local hospital prevalence, susceptibility trends, and historical culture data. Furthermore, ZEVAC equips ASP members with proactive strategies aimed at curbing inappropriate use of antimicrobials, facilitated by its real-time analysis of extensive hospital clinical data. This comprehensive strategy not only enhances patient care on an individual level but also plays a vital role in safeguarding the effectiveness of antibiotics for future generations, ensuring that these critical tools remain viable in the fight against infections. By integrating ZEVAC into hospital practices, we can create a culture of responsible antibiotic stewardship that benefits the entire healthcare community.

No healthcare provider should have to sift through overwhelming and disorganized patient data. Our efficient and intuitive platform organizes even the most complex cases, guaranteeing that timely assessments and proactive care are readily available for everyone. It delivers a comprehensive, succinct, and context-sensitive clinical overview, enhancing the decision-making process. Navina flawlessly connects with your electronic health records, claims data, and a wide range of patient information, creating a cohesive experience. This actionable summary at the point of care not only improves treatment quality but also increases reimbursement rates. Essential information is often buried within the EHR system, leading to missed opportunities. By utilizing artificial intelligence, Navina brings that crucial data into focus, presenting it in a user-friendly format. Furthermore, we harness data analytics to highlight and recommend possible diagnoses while providing additional clinical insights from frequently neglected discharge documents, lab results, and other records. Our ultimate mission is to empower healthcare professionals with the necessary tools to deliver exceptional care while improving patient outcomes. This innovative approach ensures that no critical information is overlooked in the care continuum.

Established in 1998, Milliman MedInsight® has emerged as a prominent provider of healthcare data and analytics solutions. More than 300 payers, accountable care organizations, employers, and government entities rely on Milliman MedInsight for their data needs. Our extensive range of analytics and data services equips organizations to utilize healthcare information effectively, resulting in improved clinical and financial results. By harnessing our extensive industry knowledge and cutting-edge technologies, we offer valuable insights into healthcare utilization, costs, and quality. Milliman MedInsight not only delivers critical information but also empowers stakeholders with essential tools to successfully navigate the complexities of the healthcare system, addressing areas from risk management to the implementation of value-based care strategies. Ultimately, our commitment to excellence drives better health outcomes for all involved.

Improving the speed, accuracy, and cost-effectiveness of cancer diagnoses is essential, given that one in three people are likely to confront this illness in their lives. The existing diagnostic methods, however, are often slow and expensive, primarily due to a shortage of sophisticated automated tools that can aid healthcare providers. Qritive seeks to overcome this issue by providing an AI-powered solution that assists doctors in efficiently analyzing microscopy images alongside patient data. This breakthrough not only improves the diagnostic capabilities of hospitals but also results in substantial savings in healthcare costs. Furthermore, Pantheon acts as a CE-marked, vendor-neutral digital pathology platform that streamlines the entire digitization process for pathology laboratory workflows and telepathology services. It also enables thorough report generation and offers a powerful environment for AI-based analysis of whole-slide images in pathology. This innovative technology excels at differentiating between various benign conditions and malignant diseases in breast tissue, which is crucial for ensuring timely and precise treatment. By doing so, it significantly contributes to the evolution of cancer diagnostics and enhances patient outcomes in the long run.

Sift simplifies the intricate landscape of healthcare payment systems by integrating actionable insights within revenue cycle management, thereby allowing healthcare entities to improve payment outcomes and reduce collection expenses. It equips providers with essential information regarding denial management, helping to protect their receivables while accelerating cash flow. By assembling insurance claims and patient financial data into a secure, HIPAA-compliant cloud solution, Sift ensures a trustworthy information source about healthcare payments. Additionally, it bridges the gaps between electronic health records, clearinghouses, workflow management systems, and patient engagement tools, creating a robust and proprietary dataset that grants a holistic view of payment processes. Through the application of diverse data science techniques, Sift offers detailed and integrated recommendations for denial management, payer assessment, patient collection optimization, and patient acquisition strategies, ultimately contributing to superior financial outcomes for healthcare professionals. This forward-thinking approach not only enhances operational efficiency but also cultivates a more effective healthcare payment framework, paving the way for sustained improvements in financial health. By prioritizing seamless data integration, Sift helps providers focus on patient care while ensuring their financial stability.

Founded in Chicago, Illinois, PatientIQ offers a comprehensive platform that empowers healthcare providers, medical device manufacturers, life sciences firms, and payers to optimize their operations through the use of data-driven medicine. It stands out as the largest collaborative platform dedicated to healthcare professionals, with the primary goal of enhancing patient outcomes. By providing state-of-the-art technology, PatientIQ cultivates an environment that prioritizes data-driven practices in medicine. As competition intensifies in the U.S. healthcare sector, stakeholders are increasingly pressured to effectively showcase their value. A crucial component in assessing this "value" is the accurate measurement of patient outcomes. Nevertheless, the process of quantifying these outcomes is often complicated, expensive, and beset with technological challenges. Despite these hurdles, patient outcomes are emerging as the most vital metric in the future landscape of value-based healthcare. Therefore, the development of a straightforward and dependable method for systematically measuring, analyzing, and benchmarking outcomes across different stakeholders is a noteworthy opportunity for expansion within the digital health industry. As the healthcare sector continues to progress, the demand for such transformative solutions is expected to escalate even further. This ongoing evolution underscores the critical importance of embracing innovative approaches to healthcare delivery and outcome measurement.

The Talix platform is engineered to support sophisticated workflow applications tailored for healthcare organizations that assume risk, enabling them to excel in a value-based care landscape. Our offerings for both healthcare payers and providers leverage advanced technologies that function smoothly and effectively at scale. We have designed the Talix Platform to meet the diverse needs of a vast user base worldwide, allowing for concurrent access by numerous users. Furthermore, our architectural framework is adaptable, accommodating various SaaS applications and streamlining the processing of millions of patient records and encounter data. The Talix Platform is composed of a network of interconnected technological components that are vital for delivering scalable software solutions to healthcare stakeholders. These foundational elements bolster the platform's capabilities in artificial intelligence (AI), enhancing its overall performance and efficiency within the healthcare industry. Consequently, the seamless integration of these innovative technologies firmly establishes the Talix Platform as a frontrunner in the transformation of healthcare workflows, paving the way for future advancements in the sector. Through constant evolution and adaptation, we ensure that our platform remains at the forefront of healthcare solutions.

Value-driven healthcare is fundamentally anchored in the availability of timely, accurate, and reliable information. Leverage the Minerva Healthcare Data Platform to unify clinical and claims data from multiple systems into a single FHIR® repository. Built on a foundation of FHIR® standards and designed to be vendor-neutral, Minerva aggregates data from your care delivery network, promoting seamless data exchange, enhancing analytical capabilities, and ensuring adherence to Cures Act stipulations. The platform features a collection of ready-to-deploy data connectors that allow for rapid ingestion of information from various clinical and claims sources. By utilizing established healthcare standards and customized data formats, you can incorporate data in real-time or through batch processing options. Integrating data from your clinical network with payer information creates a holistic view of patient data, which significantly contributes to better care outcomes. This comprehensive strategy not only enhances operational efficiency but also encourages a more profound comprehension of patient requirements, ultimately leading to more personalized care solutions. By prioritizing this integration, healthcare providers can ensure they are meeting the evolving needs of their patients effectively.

The Amadeus Digital Care Record (DCR) provides a comprehensive solution designed to equip healthcare providers with a unified view of patient information precisely when it is required. By integrating data from a variety of healthcare systems into a Health Information Exchange, this platform creates an all-encompassing, current profile for each patient. This streamlined approach not only enhances clinical decision-making and increases efficiency but also reduces clinician burnout by cutting down on repetitive tasks. In addition, the Amadeus DCR features analytical tools and care coordination capabilities that are instrumental in improving patient outcomes by identifying risks early and supporting effective care throughout the patient’s journey. By facilitating collaboration among healthcare teams, this integrated system ultimately enhances workflow and encourages a more patient-focused methodology in healthcare delivery. Consequently, the DCR represents a significant advancement in the way patient care is administered, making it a vital asset in modern healthcare environments.

Clinithink distinguishes itself as a leading technology company within the healthcare industry, specializing in artificial intelligence innovations that transform unstructured medical data into meaningful insights. Their proprietary platform, CLiX, utilizes Clinical Natural Language Processing (CNLP) to interpret complex clinical narratives, which in turn enables healthcare providers to enhance patient outcomes and boost operational efficiency. Clinithink offers tailored solutions across diverse sectors such as life sciences, revenue cycle management, and population health, effectively addressing challenges like patient cohort identification, reimbursement optimization, and disease progression tracking. With its state-of-the-art technology, Clinithink has garnered trust from major pharmaceutical and healthcare organizations worldwide, solidifying its position as a frontrunner in healthcare AI and digital health advancements. Additionally, the CLiX platform excels at recognizing a broad spectrum of complex clinical concepts, including certainty, severity, laterality, and temporality, which significantly improves its effectiveness in various clinical environments. As the healthcare landscape continues to evolve, Clinithink is dedicated to refining its technology to adapt to the shifting requirements of the industry, ensuring it remains at the forefront of innovation. This commitment to continuous improvement positions Clinithink as a critical partner in the quest for better healthcare solutions.

An adaptable business intelligence platform tailored for pharmacy and healthcare sectors, it provides in-depth analysis of operations, sales, inventory, and additional areas. Users benefit from a centralized web interface that simplifies access to and querying of diverse data sources. This cutting-edge technology drastically reduces the time needed for extensive data queries from hours to mere minutes, thereby boosting operational efficiency. It supports simultaneous back-end ETL (extract, transform, load) processes alongside front-end analytics without any disruption, enhancing the overall workflow. As your organization grows, this tool evolves to cater to increasing computational needs through continuous upgrades and scalable features. The push for broader e-payment acceptance among healthcare payers relies on careful planning, expertise, and exemplary leadership. Explore how dialysis centers and other renal care providers can secure financial sustainability by refining their revenue cycle processes. Moreover, discover the strong rationale for shifting members towards digital communication channels to enhance engagement and operational efficiency, ultimately leading to better patient outcomes. Adapting to these changes can significantly improve both service delivery and organizational performance.

Intus Care operates as a cutting-edge healthcare analytics platform that integrates various healthcare data to identify risks, highlight trends, and improve care efficiency within an impressive timeframe of only six weeks. This platform empowers care providers to minimize high-risk situations while equipping executives with vital tools for informed decision-making based on data insights. Our ICS specialists work in close partnership with your organization's leadership and staff to enhance both participant experiences and outcomes in your PACE program. Driven by a genuine passion for people, the Intus Care team remains attentive to the multifaceted needs of patients, families, and caregivers alike. Our mission is to ignite data-driven changes that enable high-value, multidisciplinary care specifically designed for older adults, who are particularly susceptible to hospitalizations, readmissions, and chronic illness development. Furthermore, we emphasize cost reduction through the early identification of patient risks, all while enhancing organizational performance by conducting thorough trend analyses and pinpointing best practices. By cultivating a culture of ongoing improvement, Intus Care aspires to transform the way care is delivered throughout the healthcare sector, ultimately creating a more responsive and efficient system for all stakeholders involved. The commitment to innovation and holistic care sets us apart as leaders in this evolving field.

We support the shift towards value-based healthcare by assessing a range of treatments, medications, processes, and costs, which assists hospitals, life sciences companies, and insurance providers in identifying treatment approaches that result in the best patient outcomes. Our CRCA™ P&T platform empowers P&T committees to make data-informed improvements in quality measures, including average length of stay (ALOS) and 30-day readmission rates. Moreover, our cutting-edge POP-BUILDER Rx™ solution presents comparative insights between selected groups and CRCA's vast database of real-world data, which includes over 140 million longitudinal patient records. In addition, our drug remittance dashboard thoroughly examines and reports on drug remittance details across various payer categories, with a focus on high-cost medications down to the National Drug Code (NDC) level. We also enable hospital finance teams to effectively monitor and improve service line costs, profitability, productivity, and revenue cycle performance through our detailed analytics and reporting, along with the support of our Agilum Healthcare Intelligence team. This ensures healthcare providers can make well-informed decisions that enhance their operations and patient care. By integrating these diverse resources, we create a comprehensive understanding of the complex financial and clinical environment in which healthcare providers function, ultimately aiming to improve overall healthcare delivery.

Imagine an innovative strategy for care management that effectively reduces healthcare costs, minimizes both initial and subsequent hospital admissions, improves star ratings and HEDIS metrics, and enhances overall health quality and outcomes through a mission-driven data platform powered by artificial intelligence. As the healthcare industry shifts toward value-based care, Health EM.AI stands at the forefront, transforming care management and optimizing care delivery by harnessing advanced data utilization and AI technology. By consolidating patient data from diverse care environments and employing AI/ML-based predictive analytics, we provide healthcare organizations with actionable insights that markedly improve care quality. This method guarantees tangible enhancements at the individual patient level, especially in the realms of palliative and chronic care management workflows. The integration of a comprehensive patient 360 data model across all care scenarios drives significant progress in star ratings, risk adjustment, and the successful closure of care gaps. Furthermore, our localized healthcare models analyze over 1,000 clinical and non-clinical factors based on geographical specifics, which further sharpens care effectiveness. Ultimately, this all-encompassing approach not only leads to improved patient outcomes but also cultivates a more streamlined and effective healthcare ecosystem, paving the way for sustainable advancements in patient care.

AGS Health Company has completed the acquisition of EZDI, enhancing their revenue cycle management capabilities. Our platform is designed to assist businesses of all sizes, providing access to APIs that empower organizations to extract valuable insights from their healthcare data. It successfully merges medical coding with clinical documentation, creating a fully cohesive system that can enhance the productivity of documentation and coding specialists by as much as 45%. Additionally, our platform boosts revenue by optimizing case mix and risk scoring. We offer modern clinical APIs that are designed to integrate smoothly into existing infrastructures. To ensure exceptional accuracy, our system has been trained on over 7 million real clinical documents. Utilizing vast knowledge graph records alongside deep learning and machine learning techniques, we deliver precise code and query suggestions. Our commitment to innovation positions us to spearhead the next evolution in AI for the healthcare industry. Tailored for coders and documentation specialists, our tools enable them to work more intelligently, swiftly, and effectively right from the outset. Furthermore, our advanced Deep Learning NLP models empower healthcare professionals to navigate complex data landscapes with assurance and precision.

Atropos Health provides instant access to real-world data, effectively bridging the divides in healthcare and life sciences. Proven to improve clinical outcomes, speed up research initiatives, and boost operational efficiency, Atropos Health transforms medical data into actionable insights, compressing research timelines from months to just minutes. At the core of our services is a generative evidence acceleration operating system that facilitates the secure organization and installation of medical information for future use. Our advanced analytics capabilities allow for on-demand evidence generation and can easily integrate with your existing data systems after installation, or take advantage of our expansive global evidence network, which includes over 160 million patient records and a repository of 10,000 prior studies. By partnering with Atropos Health, prominent health systems and life science organizations can accelerate research, improve clinical trials, enhance decision-making in clinical settings, address discrepancies in care, and much more, ultimately reshaping the landscape of healthcare innovation. Join us in transforming the approach to harnessing evidence in medicine, fostering a future where data drives improved patient outcomes and healthcare practices.

Glassbeam operates as a cloud-driven analytics platform tailored for providers, OEMs, and ISOs within the healthcare sector, focusing on delivering business intelligence that enhances the uptime, utilization, and lifecycle management of connected medical devices like MR, CT, and X-ray machines. By harnessing the power of machine learning, Glassbeam's comprehensive solutions provide vendor-neutral and multi-modality predictive and prescriptive insights, empowering both executives and operational staff to effectively monitor key performance indicators (KPIs) and refine enterprise operations. The platform's Service Analytics feature offers valuable insights into device functionality, highlights reported issues, detects anomalies in performance metrics, and anticipates potential part failures, thereby promoting increased machine uptime. Designed as an AI-enhanced solution, Service Analytics employs advanced data analytics to boost the operational efficiency of high-end imaging technologies. In addition, Glassbeam's Utilization Analytics deepens understanding of Imaging department operations by integrating various data sources such as logs, DICOM, HL7, RIS, EMR, and billing and scheduling information. This robust solution fosters enhanced data visibility and analytical capabilities, enabling Imaging teams to streamline workflows, elevate performance, and make data-driven decisions with greater accuracy and confidence. Overall, Glassbeam stands out as a vital partner in the healthcare landscape, helping organizations achieve optimal operational outcomes and improved patient care.

Jvion goes beyond traditional predictive analytics by revealing hidden patient risks tied to various health conditions and clinical situations, while also exploring how these risk patterns can be redirected to achieve better outcomes. Through the use of our prescriptive AI, we provide personalized recommendations for patients by analyzing an extensive range of elements, including clinical, socioeconomic, and behavioral data alongside established best practices. This valuable insight equips healthcare organizations to improve quality, decrease costs, and enhance the overall experience for patients. We examine a diverse set of clinical, socioeconomic, environmental, and behavioral information to identify unnoticed health and financial vulnerabilities. By focusing on modifiable patient traits, we craft targeted action plans tailored to each individual. Our methodology offers evidence-driven, prioritized, and patient-specific guidelines that integrate smoothly into existing workflows. In response to the ongoing pandemic, the importance of home care has been revitalized, as numerous patients now opt for at-home treatment to lower their risk of exposure to Covid-19 and other health threats. This significant shift highlights the urgent need for innovative healthcare solutions that address the changing requirements of patients in a post-pandemic era, ultimately fostering a more adaptable healthcare ecosystem.

We are committed to improving health and wellness through a strategy that is informed by data and focused on prediction, while also fostering personal connections. Our methodology includes careful listening and a deep understanding of individual needs. With over three decades of expertise, SPH Analytics stands out in executing reliable healthcare survey management and providing high-quality analytic solutions. We have the expertise required to manage the entire survey administration process, allowing you to make informed decisions based on our advanced survey analytics. Employing sophisticated statistical methods like decision trees, bootstrapping, Bayesian techniques, neural networks, and machine learning, SPH produces insightful analytics that offer health plans critical information regarding their members' experiences. By engaging with patients and members in a customized way and utilizing the most suitable communication channels for each person, we effectively encourage healthy habits and ensure that educational materials are impactful. Our unwavering dedication to innovation and personalized interaction not only distinguishes us in the healthcare analytics field but also enhances the overall effectiveness of our services. In this way, we strive to ensure that every individual receives the attention and support they deserve on their health journey.

Amazon Comprehend Medical is an NLP service designed to adhere to HIPAA standards, employing machine learning to extract health information from medical documents without necessitating any prior expertise in machine learning from its users. A vast amount of healthcare data is found in unstructured formats, such as physicians' notes, clinical trial reports, and patient histories. Relying on traditional, manual methods for data extraction is not only time-consuming but also prone to errors, as rule-based automation often fails to capture essential contextual details, resulting in incomplete data retrieval. This lack of reliability can significantly undermine the effectiveness of large-scale analytics, which are critical for advancements in the healthcare and life sciences industries, ultimately impeding potential enhancements in patient care and operational effectiveness. By utilizing this sophisticated service, healthcare organizations can gain invaluable insights and improve their decision-making capabilities, ultimately leading to better outcomes for patients. This transformative approach represents a significant leap forward in how health data can be leveraged for greater efficiency and efficacy in medical practices.

The Monsenso digital health platform creates a crucial link between patients and their healthcare providers, ultimately improving the standard of care. By transforming the management of mental health issues, Monsenso collects vital health information from users and transmits it to their healthcare professionals. With its user-friendly patient app, individuals have the ability to self-report their experiences and utilize a variety of tools designed to integrate helpful skills into their everyday lives, which enhances condition management in between appointments. Furthermore, users of the Monsenso app can achieve a deeper understanding of their symptoms, assisting both themselves and their clinicians as they navigate the treatment process. This innovative technology encourages users to adopt a proactive approach to managing their mental health, thereby ensuring a higher level of oversight even when they are not in direct communication with healthcare providers. Moreover, healthcare professionals can leverage Monsenso as an additional digital resource alongside conventional medication, which not only boosts patient adherence but also improves overall treatment successes. This integration of technology into mental health care signifies a promising shift toward more personalized and effective patient management.

mPower Clinical Analytics, developed by Nuance and fully integrated with Microsoft’s Azure platform, serves as an advanced analytics solution designed to enhance radiology workflows. This innovative tool enables healthcare professionals to extract valuable insights from unstructured clinical information, which facilitates improved decision-making and operational effectiveness. By leveraging artificial intelligence and machine learning technologies, mPower Clinical Analytics is instrumental in identifying patterns, predicting outcomes, and optimizing procedures within radiology departments. Consequently, it not only enhances productivity levels but also leads to better patient care outcomes, making it a vital asset in modern healthcare settings. Moreover, its ability to transform data into actionable insights represents a significant advancement in the field of medical analytics.

Moving beyond temporary fixes and isolated solutions, the Qventus platform provides a wide range of technologies designed to promote continuous operational improvement. It integrates effortlessly with your existing systems, giving you all the essential tools needed to create a holistic closed-loop management system. As the healthcare industry's first closed-loop system for operations management, Qventus excels in its capability to identify and foresee potential challenges across various timeframes—past, present, and future—before they manifest. This is achieved through a comprehensive suite of technologies that includes integration with electronic health records (EHRs) and other systems, as well as advanced data analytics, artificial intelligence, and machine learning to quickly identify and predict issues, complemented by situational awareness tools for real-time visibility across different levels of the organization. Yet, merely identifying problems is not enough; it is crucial to empower frontline teams with the resources and information they need to tackle these challenges effectively. By adopting this all-encompassing strategy, organizations can significantly boost their operational efficiency and enhance patient care outcomes, ultimately leading to a more resilient healthcare system. Furthermore, this proactive approach ensures that healthcare providers can adapt to evolving demands and improve overall service delivery.

We compile extensive patient information to equip you with a crucial resource for understanding patient behaviors and needs. Our platform, PharmDash, organizes this data into a user-friendly interface that facilitates quick filtering, granting you immediate insights into your target patient demographics. This functionality allows you to recognize individuals who require your treatments and to discern areas where your pharmaceutical impact should be enhanced. Additionally, our machine learning analytics possess predictive capabilities that help you foresee which patient groups may seek your specific treatments in the future. With Prospection, you can strategically plan your resource distribution while staying updated on evolving trends within the pharmaceutical sector. This ensures that you can identify the appropriate patients at the perfect time for intervention. By utilizing historical data, you not only gain a competitive edge in recognizing your target demographics but also obtain robust evidence to connect patients with suitable treatment options, thereby improving patient care. Consequently, you are empowered to make well-informed decisions that resonate with both patient needs and the dynamics of the market, ultimately fostering a more effective healthcare approach. Embracing this comprehensive data approach allows for a more tailored and responsive method to meeting patient expectations.

Medgnosis is an innovative application designed to improve how radiologists interpret X-ray images. By leveraging advanced machine learning algorithms, it carefully examines X-ray images chosen by users to forecast potential abnormalities. This application proves to be an essential tool, adding an extra dimension of expertise and speed to the diagnostic process. With its use of deep learning and neural networks trained on a diverse set of data, Medgnosis effectively identifies a wide variety of conditions apparent in X-ray scans. Its capabilities not only match but frequently surpass those of conventional diagnostic techniques, thanks to a system that is consistently updated to stay ahead in the realm of medical technology. In addition, Medgnosis generates thorough diagnostic reports quickly, providing clear health issue identifications, assessments of severity, and recommended next steps in a user-friendly format. This streamlined approach significantly supports healthcare professionals in making timely and well-informed decisions, thereby improving patient care outcomes. Moreover, the intuitive interface is designed to be accessible, enabling individuals with minimal technical skills to utilize the application confidently and effectively. As a result, Medgnosis not only enhances diagnostic accuracy but also promotes better collaboration among healthcare teams.

Actium provides advanced AI-driven tools designed for identifying the next best actions in digital marketing, specifically tailored to meet the pressing demands of your organization, including improving patient retention, managing high-risk individuals, and driving growth in various service lines. By prioritizing proactive and customized outreach, Actium enhances patient lifetime value while effectively closing care gaps and reducing overall healthcare costs. The platform's ability to accurately predict individual patient risks facilitates a paradigm shift from a reactive treatment model to a preventative care focus. Uncover opportunities for revenue generation and service line growth by effectively identifying and engaging your most at-risk patients. Actium Health addresses the challenges of data overload by systematically identifying, ranking, and recommending actionable next steps for each patient. Additionally, it plays a crucial role in reinstating dwindling patient loyalty and maximizes value through tailored outreach initiatives. With exceptional backing from leading experts in data intelligence, your organization is empowered to adeptly handle the intricate aspects of patient care. This all-encompassing strategy not only ensures that your objectives are met but paves the way for exceeding them, ultimately leading to a more sustainable healthcare environment. The effectiveness of Actium's solutions positions your organization at the forefront of innovation in patient engagement.