Articles

Ethical, Liability, and Regulatory Governance in AI-Embedded Healthcare Systems

Sanjay Kulkarni, Meenal Joshi, Rohan Patil & Aniket Deshmukh

Review | Open access | 20 July 2023 | Article: 17

Federated Learning Ecosystems in Healthcare: Architectural Models and Privacy Trade-Offs

Daniel Brooks, Oliver Grant & Maria Hernandez

Review | Open access | 20 July 2023 | Article: 18

Federated Learning with Homomorphic Encryption for Privacy-Preserving Multi-Hospital Training of Diabetic Retinopathy Detection Models Using Fundus Photographs

Oliver Grant, David Clark & Sophia Nguyen

Original Research | Open access | 20 July 2023 | Article: 70

Contrastive Language-Image Pre-Training Framework for Zero-Shot Diagnosis of Rare Dermatological Conditions Using Clinical Images and Unstructured Physician Notes

Jinwoo Park, Minji Kim & Seung Lee

Original Research | Open access | 20 July 2023 | Article: 71

Graph Convolutional Network with Attention for Predicting Chronic Kidney Disease Progression Using Longitudinal Laboratory Values, Medications, and Comorbidity Networks

Carlos Ramirez, Elena Torres, Pablo Ortega & Sofia Mendes

Original Research | Open access | 20 July 2023 | Article: 72

Explainable Boosting Machine for Identifying Modifiable Risk Factors of Hospital-Acquired Pressure Injuries in Critically Ill Patients Using Electronic Health Record Data from 50,000 Admissions

Olivia Harris & James Walker

Original Research | Open access | 20 July 2023 | Article: 73

Meta-Learning Framework for Rapid Adaptation of Sepsis Prediction Models across Different Intensive Care Units with Varying Data Availability and Patient Demographics

Ali Hassan, Noor Siddiqui, Bilal Khan & Sana Malik

Original Research | Open access | 20 July 2023 | Article: 74

Physics-Informed Neural Network for Non-Invasive Estimation of Intracranial Pressure Using Transcranial Doppler Ultrasound Waveforms and Arterial Blood Pressure Signals

Chen Hao, Liu Fang & Zhao Lin

Original Research | Open access | 20 July 2023 | Article: 75

A Longitudinal Chronic Disease Risk Lifecycle Management Model for EHR-Based Systems

Julien Robert, Claire Martin, Antoine Girard & Sophie Bernard

Original Research | Open access | 20 January 2023 | Article: 2

A Federated Intelligence Governance Framework for Cross-Institutional Healthcare Analytics

Omar Saeed & Ahmed Mansour

Original Research | Open access | 20 January 2023 | Article: 3

A Mortality Risk Intelligence Oversight Model for Critical Care Systems

Stefan Koch, Thomas Braun, Laura Meier, Daniel Fischer & Felix Roth

Original Research | Open access | 20 January 2023 | Article: 4

A Predictive Resource Allocation Governance Scaffold for Hospital Operations

Le Thi Bich, Pham Quang Minh & Nguyen Thanh Huy

Original Research | Open access | 20 January 2023 | Article: 5

A Radiology Workflow Intelligence Mesh for AI-Embedded Diagnostic Operations

Youssef Benali & Fatima Zahra Amrani

Original Research | Open access | 20 January 2023 | Article: 11

A Reinforcement-Governed Treatment Policy Architecture for Clinical Workflow Integration

Pedro Costa, Renata Azevedo, Lucas Pereira & Bruno Martins

Original Research | Open access | 20 January 2023 | Article: 12

Edge AI on Smartwatches for Atrial Fibrillation Detection: A Perspective on Real-Time Processing, Power Efficiency, and Clinical Integration

Bruno Martins, Lucas Pereira, Renata Azevedo & Pedro Costa

Original Research | Open access | 20 January 2023 | Article: 64

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