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Journal of Artificial Intelligence for Healthcare Systems
Journal of Artificial Intelligence for Healthcare Systems
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Vol 1, Issue 1 (2022)

A Clinical Decision Support Orchestration Model for Neural-Enabled Hospital Risk Management
Daniel Brooks, Olivia Grant, Ethan Moore & Amelia Carter
Original Research | Open access | 20 January 2022 | Article: 1
A Conceptual Early Warning Intelligence Framework for Sepsis-Aware ICU Monitoring Systems
Rui Zhao, Li Zhang & Wei Chen
Original Research | Open access | 20 January 2022 | Article: 2
A Natural Language–Driven Clinical Risk Intelligence Layer for EHR Ecosystems
Yuki Sato, Takashi Ito, Rina Okabe, Kenji Mori & Hiroshi Tanaka
Original Research | Open access | 20 January 2022 | Article: 3
A Temporal Convolutional Network with Attention for Sepsis Prediction: A Conceptual Framework for Analyzing High-Frequency Vital Signs in Intensive Care Units
Michael Turner, Sophia Nguyen, David Clark & Emma Wilson
Original Research | Open access | 20 January 2022 | Article: 53
Why Most Sepsis Prediction Models Fail at the Bedside: A Position Paper on the Gap Between AUROC and Clinical Utility
Wei Chen & Li Zhang
Original Research | Open access | 20 January 2022 | Article: 54
From Retrospective Models to Real-Time Sepsis Prediction: A Perspective on Continuous Vital Sign Monitoring and Edge AI–Enabled Clinical Decision Support
Hiroshi Tanaka, Yuki Sato, Kenji Mori, Rina Okabe & Takashi Ito
Original Research | Open access | 20 January 2022 | Article: 55
A Conceptual Framework for Federated Learning in Acute Kidney Injury Prediction
Maria Hernandez & Carlos Vega
Original Research | Open access | 20 January 2022 | Article: 57
Multimodal Transformer Architecture for ARDS Detection: A Framework Integrating Chest X-Ray, Clinical Notes, and Laboratory Values
Ravi Kumar, Neha Sharma, Aniket Deshmukh, Arjun Nair & Meera Pillai
Original Research | Open access | 20 January 2022 | Article: 58
Reinforcement Learning for Intravenous Fluid Resuscitation in Septic Shock: A Position Paper on Safety Constraints, Reward Design, and Clinical Oversight
Claire Martin, Julien Robert, Sophie Bernard & Antoine Girard
Original Research | Open access | 20 January 2022 | Article: 59
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