Vol 5, Issue 1 (2026)

A Causal Inference–Driven Treatment Effect Governance Model for Observational Clinical Systems

Sven Larsson, Erik Johansson & Anna Nilsson

Original Research | Open access | 20 January 2026 | Article: 44

A Climate-Integrated Health Risk Intelligence Architecture for Environmental–Clinical Data Fusion

Paolo Ricci, Marco De Luca, Giulia Ferraro & Antonio Russo

Original Research | Open access | 20 January 2026 | Article: 45

A Foundation Model Adaptation Framework for Domain-Specific Clinical Analytics Integration

Chinedu Okafor & Amina Bello

Original Research | Open access | 20 January 2026 | Article: 46

A Multi-Source Public Health Surveillance Intelligence Mesh for Outbreak-Aware Systems

Yousef Al-Qahtani, Fahad Al-Salem & Abdullah Al-Harbi

Original Research | Open access | 20 January 2026 | Article: 47

An Autonomous Clinical Workflow Intelligence Architecture for Hospital Decision Ecosystems

Anna Kowalska, Piotr Nowak, Tomasz Zielinski & Katarzyna Mazur

Original Research | Open access | 20 January 2026 | Article: 48

An Edge-Deployed Smart Hospital Intelligence Loop for Real-Time Clinical Environments

George Papadopoulos & Eleni Georgiou

Original Research | Open access | 20 January 2026 | Article: 49

Artificial Intelligence in Healthcare Systems (2017–2025): From Predictive Analytics to Autonomous Governance Architectures

Mustafa Demir, Ayse Yilmaz, Mehmet Kaya & Selin Arslan

Review | Open access | 20 January 2026 | Article: 50

Foundation Models in Healthcare Systems: Architectural Integration and Oversight Considerations

Rafael Costa, Bruno Teixeira & Victor Santos

Review | Open access | 20 January 2026 | Article: 51

Generative Flow Network for Designing Novel Antimicrobial Peptides Targeting Multidrug-Resistant Gram-Negative Bacteria with Predicted Low Toxicity to Human Cells

Oliver Schmidt, Lukas Weber & Jonas Richter

Original Research | Open access | 20 January 2026 | Article: 116

Explainable Gradient Boosting Machine for Predicting Postpartum Hemorrhage Risk Using Intrapartum Electronic Fetal Monitoring, Maternal Vital Signs, and Labor Progression Data

Fatima Al-Zahra & Amina El Idrissi

Original Research | Open access | 20 January 2026 | Article: 117

Federated Transfer Learning Framework for Adapting COVID-19 Prognostic Models from High-Resource to Low-Resource Hospitals Using Only Aggregate Statistics

Diego Morales, Andres Gutierrez, Lucia Navarro & Pablo Rios

Original Research | Open access | 20 January 2026 | Article: 118

Hierarchical Reinforcement Learning Framework for Personalized Perioperative Antibiotic Prophylaxis Timing and Intraoperative Redosing

Ethan Wright, Chloe Bennett & Jack Turner

Original Research | Open access | 20 January 2026 | Article: 119

A Variational Recurrent Neural Network with Stochastic Attention for Imputation of Irregularly Sampled ICU Time Series under Non-Random Missingness

Minh Tran & Duc Pham

Original Research | Open access | 20 January 2026 | Article: 120

Large Language Models in Clinical Medicine from 2017 to 2025: A Systematic Review of Performance on Medical Licensing Examinations, Clinical Documentation, Decision Support, and Safety Concerns

Gabriel Costa, Rafael Mendes, Bruno Teixeira & Lucas Ribeiro

Review | Open access | 20 January 2026 | Article: 121

Deep Learning for Oncology Drug Discovery: A Systematic Review of Target Identification, Compound Screening, and Clinical Trial Optimization

Sophie Laurent, Pierre Dubois, Marc Lefevre & Claire Moreau

Review | Open access | 20 January 2026 | Article: 122

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