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Journal of Artificial Intelligence for Healthcare Systems
Journal of Artificial Intelligence for Healthcare Systems
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Vol 3, Issue 2 (2024)

Temporal Signal Intelligence for Pervasive ICU Sensing and Continuous Patient Monitoring
Hiroshi Nakamura, Yuta Kato & Ahmed El-Kholy
Original Research | Open access | 20 July 2024 | Article: 26
A Transformer-Embedded Clinical Phenotyping Infrastructure Model
Lucas Andrade, Mariana Lopes & Daniel Brooks
Original Research | Open access | 20 July 2024 | Article: 27
An Anomaly-Aware Healthcare Claims Intelligence Architecture for Fraud Governance
Wei Liu & Zhang Min
Original Research | Open access | 20 July 2024 | Article: 28
An Explainable Risk Intelligence Governance Model for In-Hospital Clinical Decision Systems
Maria Hernandez, Carlos Vega & Javier Ruiz
Original Research | Open access | 20 July 2024 | Article: 29
Explainable Artificial Intelligence in Clinical Systems: Interpretability, Transparency, and Deployment Constraints
Sanjay Kulkarni, Meenal Joshi & Rohan Patil
Review | Open access | 20 July 2024 | Article: 30
Multi-Modal Intelligence in Healthcare: Conceptual Integration Patterns Across Clinical Data Streams
Mona Saad, Ahmed El-Kholy, Nour Abdelrahman & Karim Hassan
Review | Open access | 20 July 2024 | Article: 31
Population Health Analytics Infrastructures: AI System Architectures and Governance Models
Lucas Meyer, Anna Schmid & Ravi Kumar
Review | Open access | 20 July 2024 | Article: 32
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
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