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Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
Ordo ab Chao: framework for an integrated disease report
Monica E de Baca1, Ramy Arnaout, Victor Brodsky
1From the Department of Hematopathology, Hematologics, Inc, Seattle, Washington (Dr de Baca); the Department of Pathology and Division of Clinical Informatics, Beth Israel Deaconess Medical Center, and the Department of Systems Biology, Harvard Medical School, Boston, Massachusetts (Dr Arnaout); the Department of Pathology and Laboratory Medicine, Weill Cornell Medical College-New York Presbyterian Hospital, New York (Dr Brodsky); and the Department of Pathology and Laboratory Medicine, Emory University School of Medicine/Grady Health System, Atlanta, Georgia (Dr Birdsong).
An integrated disease report (IDR) framework standardizes patient data for complex conditions. This electronic summary improves patient care and reduces errors by consolidating essential information.
Area of Science:
- Medical Informatics
- Health Information Systems
- Clinical Reporting
Background:
- Managing complex or chronic diseases is challenging due to fragmented and voluminous patient data across disparate systems.
- Current data management practices can lead to difficulties in assimilating critical information for patient care.
- Electronic reporting offers a potential solution for integrating diverse data points.
Purpose of the Study:
- To outline a framework for developing an integrated disease report (IDR).
- To leverage electronic reporting capabilities for a unified patient data summary.
- To create a succinct, interpretative report containing all disease-pertinent data.
Main Methods:
- Defined an IDR as a modular, dynamic, electronic summary of a patient's current status for a specific illness.
- Included disease-pertinent data such as pathology, lab, and radiology results, risk profiles, and therapeutic implications.
- Utilized cancer as a representative disease to propose standardized guidelines for the IDR.
Main Results:
- Proposed 11 core data concepts for an IDR: patient identification, demographics, diagnosis, prognosis, tumor board decisions, timeline, pre- and post-resection workup, interpretative comments, biobanking data, and follow-up status.
- The IDR integrates information relevant for patient management into a single report.
- Demonstrated a standardized approach for comprehensive disease reporting.
Conclusions:
- A well-executed IDR can enhance patient care and healthcare team efficiency.
- The IDR highlights the value of pathology interpretation in patient management.
- Implementation of IDRs may reduce medical errors and improve patient safety by ensuring critical data is not overlooked.
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