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Journal of Artificial Intelligence for Healthcare Systems
Journal of Artificial Intelligence for Healthcare Systems
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Articles

A Federated Continual Learning Framework for Adaptive Sepsis Prediction across Healthcare Institutions: A Conceptual Framework
Emily Johnson, Robert Smith, Laura Brown & Kevin Miller
Original Research | Open access | 20 July 2024 | Article: 86
Neural ODE-Based Tumor Dynamics Modeling for Pathologic Complete Response Prediction in Breast Cancer from Serial MRI
Alejandro Torres & Miguel Fernandez
Original Research | Open access | 20 July 2024 | Article: 87
A Deep Kernel Learning Framework for Probabilistic Spatiotemporal Forecasting of Emergency Medical Services Call Volume
Peter Novak & Jana Svoboda
Original Research | Open access | 20 July 2024 | Article: 89
From Protocols to Preferences: Why Reinforcement Learning from Human Feedback Must Replace Fixed Weaning Protocols for Prolonged Mechanical Ventilation
Luis Herrera, Daniela Rojas & Andres Castro
Original Research | Open access | 20 July 2024 | Article: 90
Cross-Modal Retrieval for Radiology Report Generation from Chest X-Ray: A Framework Using Contrastive Learning Between Image Patches and Report Sentences
Omar Khalid, Sara Nadeem, Bilal Farooq & Hina Saeed
Original Research | Open access | 20 July 2024 | Article: 91
Causal Evidence for Telemedicine in Diabetes Control: Why Bayesian Structural Time Series on State-Level EHR Aggregates Should Guide Policy
Ivan Petrov, Olga Ivanova & Dmitry Smirnov
Original Research | Open access | 20 July 2024 | Article: 92
Bayesian Structural Time Series on State-Level EHR Aggregates: The Optimal Method for Estimating Telemedicine's Causal Impact on Diabetes Control
Thabo Nkosi, Lerato Molefe, Sipho Dlamini, Ayanda Mokoena & Kabelo Ndlovu
Original Research | Open access | 20 July 2024 | Article: 93
A Conceptual Framework for Attention-Enhanced Deep Supervision in Pancreatic Tumor Segmentation and Resectability Assessment from Contrast-Enhanced CT
Juan Perez, Ana Gutierrez & Carlos Lopez
Original Research | Open access | 20 July 2024 | Article: 94
A Digital Twin–Driven Hospital Operations Intelligence Framework
Yuki Sato, Hiroshi Tanaka, Anna Schmid & Lucas Meyer
Original Research | Open access | 20 January 2024 | Article: 19
Multi-Relational Graph Learning for Patient Similarity and Clinical Decision Support
Ahmed Mansour & Claire Martin
Original Research | Open access | 20 January 2024 | Article: 20
A Medication Adherence Intelligence Loop within Pharmacy–EHR Interoperability Networks
Lucas Pereira, Bruno Martins, Ravi Kumar & Neha Sharma
Original Research | Open access | 20 January 2024 | Article: 21
Architecting a Multimodal Oncology Intelligence Platform for Integrated Imaging and EHR Ecosystems
Laura Meier, Thomas Braun, Stefan Koch & Daniel Fischer
Original Research | Open access | 20 January 2024 | Article: 22
Deep Multimodal Diagnostic Fusion of Medical Imaging and Structured Clinical Data
Nguyen Thanh Huy, Le Thi Bich & Pham Quang Minh
Original Research | Open access | 20 January 2024 | Article: 23
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