NovaPACS EI Integrations

Fluency for Imaging is an AI-powered radiology reporting platform developed by Jacobian to support faster, more accurate diagnostic reporting in medical imaging workflows. Radiology departments face increasing workloads and complex reporting requirements, which often lead to documentation inefficiencies and cognitive overload for clinicians. Fluency for Imaging addresses these challenges by combining advanced speech recognition technology, AI-driven automation, and structured reporting capabilities into a unified reporting environment. Radiologists can dictate reports using natural speech while the platform automatically organizes the narrative into structured clinical documentation. The system integrates directly with PACS platforms to transfer measurement data, imaging findings, and AI-generated insights directly into the report, eliminating manual transcription and reducing the potential for errors. Fluency for Imaging also incorporates large language model–based ambient reporting features that can listen to dictations, understand clinical context, and generate structured impressions automatically. Built-in guideline support and intelligent nudging help ensure reports follow established medical standards such as BI-RADS, PI-RADS, and TNM classifications. The platform also enables ontology-based coding using clinical standards including RadLex, SNOMED CT, and ICD-10, transforming unstructured text into structured, data-rich reports suitable for analytics, research, and clinical decision support. Multimedia reporting features allow radiologists to include annotated images, tables, and visual diagrams to improve report clarity for referring physicians. Additionally, Fluency for Imaging supports interoperability through standards such as HL7, FHIR, and FHIRcast, enabling seamless communication between imaging systems, hospital information systems, and analytics platforms.

Solventum Ambulatory Potentially Preventable Complications (AM-PPCs) Classification System is a clinical classification methodology designed to evaluate and improve the quality of outpatient care. As the healthcare industry continues shifting more procedures from inpatient to ambulatory settings, monitoring patient outcomes after discharge has become increasingly complex. Patients often recover at home or receive follow-up care across multiple healthcare providers, making it difficult to track complications and identify preventable harm. The AM-PPCs system addresses this challenge by linking outpatient procedures with clinically related complications that may occur within 30 days following treatment. Using sequenced billing records and coded clinical data, the system identifies potentially preventable complications and groups them into clinically meaningful categories. The methodology analyzes more than 3,350 outpatient procedures organized into 116 procedure groups and tracks complications across more than 1,900 diagnoses classified into 70 complication groups. These structured classifications allow healthcare organizations to evaluate performance across service lines, providers, care settings, and facilities. The system supports both individual patient-level analysis and large-scale population analytics across pediatric and adult patient groups. AM-PPCs also includes benchmarking capabilities using national Medicare, Medicaid, and commercially insured populations, enabling organizations to compare performance and identify areas for improvement. By providing a more complete view of post-procedure outcomes, the system helps healthcare leaders detect patterns of preventable complications, strengthen patient safety programs, and improve care quality while controlling costs.

Nuance Performance Analytics significantly improves clinical, financial, and patient outcomes by delivering real-time data analytics and decision support systems designed specifically for quality management, CDI leadership, and patient safety teams, enabling them to effectively monitor, assess, and compare their performance metrics. This all-encompassing web-based solution incorporates the latest regulatory, payment, and reporting guidelines, providing a range of customizable features that support risk assessment and highlight areas ripe for enhancement. Unlike competing systems that may update information on a weekly or monthly basis, this platform refreshes its data every day across all metrics, acting as a centralized resource for care team members to derive insights into various populations and their respective performance levels. Furthermore, it facilitates the detection of emerging trends through visual displays of performance opportunities and connects inpatient and outpatient outcomes to uncover significant complications and comorbidities that qualify as hierarchical condition categories. By offering easily customizable reports that meet the varying needs of stakeholders from executive management to frontline staff, Nuance Performance Analytics guarantees that every tier of the organization can access crucial information necessary for driving quality improvements. This flexibility not only enhances its utility but also solidifies its role as an essential asset in the continuous pursuit of better healthcare delivery outcomes. Ultimately, the platform empowers healthcare professionals to make informed decisions that can lead to transformative changes in patient care.