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Updated: Aug 7, 2026

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
AI as Core Infrastructure in Radiology: Moving Beyond Pilots to Operational Excellence
1Northwell Health, Diagnostic Services, Manhasset, NY, USA. jthannickal@northwell.edu.
Radiology should manage artificial intelligence (AI) as an operational capability, not isolated products. A framework and roadmap guide AI integration for better value and oversight.
Area of Science:
- Medical Imaging Informatics
- Artificial Intelligence in Healthcare
- Radiology Operations Management
Background:
- Artificial intelligence (AI) adoption in radiology is rapidly increasing.
- Current AI implementation often results in fragmented workflows and challenges in assessing value.
- Operational maturity has not matched the pace of AI adoption.
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