Articles

Value-of-Information Diagnostics in Clinical Testing: A Decision-Theoretic Framework for Cost-Constrained Test Selection

Hassan Ali, Mariam Farooq & Usman Shah

Original Research | Open access | 10 January 2025 | Article: 44

Remote Rehabilitation Progress Quantification: A Smartphone Motion Primitive Framework for Interpretable Recovery Tracking

Khaled Mahfouz & Rania Abdelaziz

Original Research | Open access | 10 January 2025 | Article: 45

Multi-Agent Coordination for Operating Room Turnover: A Constraint-Based Optimization Blueprint

Thomas Andersen, Lars Nielsen & Mette Sørensen

Original Research | Open access | 10 January 2025 | Article: 46

Preventive Care Recommendations via Benefit–Burden Trade-Offs: A Patient-Centered Utility Framework

Ricardo Alves & Bruno Costa

Original Research | Open access | 10 January 2025 | Article: 47

Social Determinants Integration Without Proxy Leakage: A Causal Design Pattern for Equity-Preserving Modeling

Mohammed Al-Farsi, Salim Al-Harthy & Nasser Al-Rawahi

Original Research | Open access | 10 January 2025 | Article: 48

Prompt Safety Specifications for Medical Documentation Assistants: A Design-Control Framework for Risk Mitigation

Omar Khalid & Sara Nadeem

Original Research | Open access | 10 July 2024 | Article: 39

Report–Image Agreement as a Safety Signal: A Verification Framework for Radiology Impression Consistency

Ivan Petrov, Olga Ivanova & Dmitry Smirnov

Original Research | Open access | 10 July 2024 | Article: 40

Post-Deployment Monitoring of Clinical AI Systems: Drift Detection, Feedback Governance, and Update Policies

Thabo Nkosi & Lerato Molefe

Review | Open access | 10 July 2024 | Article: 41

Retrieval-Augmented Generation in Healthcare: Evidence Grounding, Evaluation Metrics, and Safety Controls

Juan Perez, Ana Gutierrez & Carlos Lopez

Review | Open access | 10 July 2024 | Article: 42

Generative AI in Clinical Workflows: Documentation Utility, Failure Modes, and Oversight Mechanisms

Elena Petrova & Ivan Georgiev

Review | Open access | 10 July 2024 | Article: 43

Consent-Aware Genomic–Clinical Analytics: A Policy-Constrained Access Control Framework for Secondary Data Use

Victor Santos, Rafael Costa & Bruno Teixeira

Original Research | Open access | 10 January 2024 | Article: 33

Evidence-Line Attribution for Clinical Text Generation: A Grounding Standard for Retrieval-Augmented Summarization

Emily Johnson, Robert Smith & Laura Brown

Original Research | Open access | 10 January 2024 | Article: 34

Hallucination Sensitivity in Clinical Language Models: A Benchmarking Protocol for Safety-Critical Text Generation

Alejandro Torres & Miguel Fernandez

Original Research | Open access | 10 January 2024 | Article: 35

Modeling Clinician Preferences in AI-Assisted Drafting: A Human-in-the-Loop Adaptation Theory

Siti Rahman, Ahmad Zaki & Nurul Huda

Original Research | Open access | 10 January 2024 | Article: 36

Patient Portal Inbox Intelligence: A Risk-Stratified Framework for Urgency Detection, Routing, and Duty-of-Care Boundaries

Peter Novak & Jana Svoboda

Original Research | Open access | 10 January 2024 | Article: 37

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