Vol 6, Issue 1 (2026)

Multimodal Neural Network for Predicting Patient Complaint Escalation Using Call Center Transcripts, Portal Messages, Service Recovery Notes, Encounter Metadata, and Prior Satisfaction Survey Responses

Jose Martinez & Carmen Lopez

Original Research | Open access | 25 February 2026 | Article: 119

Generative Artificial Intelligence Framework for Producing Draft Clinical Governance Dashboards from Quality Metrics, Audit Reports, Incident Logs, Compliance Indicators, and Executive Reporting Templates

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

Original Research | Open access | 25 February 2026 | Article: 120

Generative Artificial Intelligence for Healthcare Administration: A Systematic Review of Applications in Documentation Support, Operational Reporting, Patient Communication, Governance Dashboards, and Workflow Automation

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

Review | Open access | 25 February 2026 | Article: 121

Federated Analytics in Healthcare Systems: A Review of Privacy-Preserving Models for Operational Benchmarking, Quality Monitoring, Resource Planning, and Multi-Institutional Performance Comparison

Oliver Schmidt, Lukas Weber & Jonas Richter

Review | Open access | 25 February 2026 | Article: 122

Artificial Intelligence for Care Navigation and Patient Access: A Systematic Review of Scheduling Optimization, Referral Management, Eligibility Screening, Digital Front-Door Tools, and Follow-Up Coordination

Fatima Al-Zahra & Amina El Idrissi

Review | Open access | 25 February 2026 | Article: 123

Machine Learning for Healthcare Workforce Analytics: A Review of Models for Staffing Prediction, Burnout Detection, Skill Matching, Productivity Monitoring, and Retention Risk Forecasting

Diego Morales, Andres Gutierrez, Lucia Navarro & Pablo Rios

Review | Open access | 25 February 2026 | Article: 124

Agentic Artificial Intelligence System for Coordinating Hospital Discharge Tasks Using Care Plans, Medication Reconciliation Data, Transport Requests, Follow-Up Scheduling Rules, and Pending Order Status

Ethan Wright, Chloe Bennett & Jack Turner

Original Research | Open access | 25 February 2026 | Article: 125

Multimodal Foundation Model for Predicting Care Delivery Delays Using Electronic Health Record Events, Operational Logs, Staff Assignments, Patient Messages, Facility Capacity Indicators, and Service Queue Data

Minh Tran & Duc Pham

Original Research | Open access | 25 February 2026 | Article: 126

Federated Multi-Task Learning Framework for Predicting Service Demand Across Emergency, Imaging, Pharmacy, Laboratory, and Inpatient Units without Sharing Patient-Level Operational Data

Gabriel Costa, Rafael Mendes, Bruno Teixeira & Lucas Ribeiro

Original Research | Open access | 25 February 2026 | Article: 127

Explainable Artificial Intelligence Model for Real-Time Monitoring of Algorithmic Bias in Clinical Triage Systems Using Demographic Drift, Outcome Disparities, Prediction Confidence, and Referral Decision Patterns

Sophie Laurent, Pierre Dubois, Marc Lefevre & Claire Moreau

Original Research | Open access | 25 February 2026 | Article: 128

Predictive Analytics Model for Forecasting Digital Patient Portal Message Volume Using Disease Seasonality, Appointment Density, Medication Changes, Prior Communication Behavior, and Clinic Workload Trends

Ahmed Al-Sayed & Omar Khalifa

Original Research | Open access | 25 February 2026 | Article: 129

Large Language Model Agent for Drafting Structured Responses to Non-Urgent Patient Portal Messages Using Local Clinical Protocols, Physician-Approved Templates, Patient History, and Message Intent Classification

Victor Hugo, Daniel Cruz & Javier Salazar

Original Research | Open access | 25 February 2026 | Article: 130

Patient Safety Narratives as Structured Evidence: A Root-Cause Theme Extraction Framework for Learning Systems

Ali Rezaei & Hossein Karimi

Original Research | Open access | 10 January 2026 | Article: 54

Queue-Aware Digital Pathology Triage: A Prioritization Framework for High-Risk Specimen Review

Yordan Ivanov & Petar Petrov

Original Research | Open access | 10 January 2026 | Article: 55

Guideline Adherence Modeled as Temporal Logic: A Conformance Verification Framework for Order-Set Evaluation

Samuel Boateng, Kwesi Mensah & Kojo Asante

Original Research | Open access | 10 January 2026 | Article: 56

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