Articles

An Explainable Deep Survival Framework for Metastasis Risk Prediction in Prostate Cancer Using Serial PSA and Genomic Scores

Nikolai Ivanov, Sergey Volkov & Elena Morozova

Original Research | Open access | 20 July 2025 | Article: 108

A Causal Transformer Framework for Counterfactual Estimation of Antihypertensive Dose Responses from Observational Electronic Health Records

Jose Martinez & Carmen Lopez

Original Research | Open access | 20 July 2025 | Article: 109

A Federated Autoencoder Framework for Cross-Payer Healthcare Billing Fraud Detection

Rashid Al-Mahdi, Khalifa Al-Suwaidi & Mariam Al-Kuwari

Original Research | Open access | 20 July 2025 | Article: 110

Deep Reinforcement Learning with Safety Shielding for Personalized Anticoagulation Management in Atrial Fibrillation Patients at High Bleeding Risk Using INR Measurements

Andrei Popescu, Mihai Ionescu, Elena Stan, Sorin Dumitrescu & Irina Pavel

Original Research | Open access | 20 July 2025 | Article: 111

Self-Supervised Graph Representation Learning for Predicting Drug Repurposing Candidates for Rare Pediatric Cancers Using Protein-Protein Interaction Networks and Gene Expression Data

Luis Fernandez, Marta Ruiz & Sergio Navarro

Original Research | Open access | 20 July 2025 | Article: 112

Attention-Based Temporal Fusion Transformer for Forecasting Daily Census in Skilled Nursing Facilities Using Admission Patterns, Discharge Destinations, and Local COVID-19 Prevalence

Noura Al-Hinai, Amal Al-Balushi & Saif Al-Shukaili

Original Research | Open access | 20 July 2025 | Article: 113

Neural Network with Adaptive Conformal Prediction for Providing Calibrated Uncertainty Intervals around Individualized Chemotherapy Toxicity Risk Predictions

Beatriz Romero, Ines Castillo, Arturo Medina & Lucia Vega

Original Research | Open access | 20 July 2025 | Article: 114

Multimodal Transformer Integrating Retinal Fundus Images, Optical Coherence Tomography, and Clinical Variables for Predicting Progression from Intermediate to Neovascular Age-Related Macular Degeneration

Milan Horvat, Petra Novak & Jakub Vesely

Original Research | Open access | 20 July 2025 | Article: 115

A Blockchain-Integrated Health Data Exchange Intelligence Scaffold

Claire Martin, Julien Robert & Sophie Bernard

Original Research | Open access | 20 January 2025 | Article: 33

A Causal Intelligence Pathway Model for Personalized Treatment Orchestration

Fatima Zahra Amrani & Youssef Benali

Original Research | Open access | 20 January 2025 | Article: 34

A Large Language Model Integration Architecture for Clinical Decision Infrastructure

Michael Turner, Sophia Nguyen, David Clark & Emma Wilson

Original Research | Open access | 20 January 2025 | Article: 35

From Reactive Response to Proactive Prevention: A Closed-Loop AI Framework for Mental Health Crisis Anticipation

Jinwoo Park, Minji Kim & Seung Lee

Original Research | Open access | 20 January 2025 | Article: 36

A Real-Time Hospital Capacity Intelligence Framework for Operational Resilience

Carlos Ramirez, Elena Torres, Pablo Ortega, Sofia Mendes & Luis Costa

Original Research | Open access | 20 January 2025 | Article: 37

Designing a Scalable Governance Architecture for AI-Enabled Telehealth and Remote Monitoring

James Walker & Olivia Harris

Original Research | Open access | 20 January 2025 | Article: 38

A Graph Attention Network Framework for Surgical Site Infection Prediction Integrating Intraoperative Variables, Surgeon Experience, and Comorbidity Graphs

Elena Petrova, Ivan Georgiev, Nikolay Stoyanov & Petar Kolev

Original Research | Open access | 20 January 2025 | Article: 95

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