Clinical Intelligence Research Press

Journal of Health Informatics and Digital Systems

ISSN: 3149-8973

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Vol 2, Issue 2 (2022)

Temporal Neural Network for Forecasting Operating Room Procedure Duration Using Surgical Procedure Codes, Surgeon-Specific Historical Performance, Anesthesia Records, Patient Comorbidity Profiles, and Real-Time Intraoperative Event Logs

Ahmed Mansour & Omar Saeed

Original Research | Open access | 20 July 2022 | Article: 70

Smart Hospital Artificial Intelligence System for Predicting Nurse Call Button Demand Using Patient Acuity Levels, Room Location, Prior Call Frequency, Time-of-Day Patterns, and Unit Staffing Ratios

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

Original Research | Open access | 20 July 2022 | Article: 71

Interpretable Random Forest Model for Predicting Diagnostic Test Overuse in Outpatient Clinics Using Visit Type, Physician Ordering History, Patient Complexity, Prior Test Results, and Guideline-Based Appropriateness Indicators

Nguyen Thanh Huy, Pham Quang Minh & Le Thi Bich

Original Research | Open access | 20 July 2022 | Article: 72

Machine Learning Model for Predicting Missed Medication Doses in Long-Term Care Facilities Using Medication Complexity, Resident Dependency Scores, Staff Availability, Administration Route, and Shift-Level Workload Data

Youssef Benali & Fatima Zahra Amrani

Original Research | Open access | 20 July 2022 | Article: 73

Referral Networks as Adaptive Learning Systems: A Graph-Theoretic Framework for Modeling Specialist Access Equity

Hiroshi Nakamura & Yuta Kato

Original Research | Open access | 10 July 2022 | Article: 13

Transmission Risk Inference in Acute Care Settings: A Contact-Structured Modeling Framework for Preventability Analysis

Maria Gonzalez, Javier Ruiz, Lucia Torres & Elena Ruiz

Original Research | Open access | 10 July 2022 | Article: 14

Clinical Decision Latency as a Safety Variable: A Temporal Accountability Framework for Detecting Harmful Delays in Care

Ahmed El-Kholy, Nour Abdelrahman & Karim Hassan

Original Research | Open access | 10 July 2022 | Article: 15

Cross-Organizational Health Data Linkage: Methodological Approaches, Bias Pathways, and Validation Standards

Claire Dupont & Julien Martin

Review | Open access | 10 July 2022 | Article: 16

Privacy-Preserving Patient Identity Resolution Across Registries: A Principled Framework for Secure Multi-Source Record Linkage

Sanjay Kulkarni, Meenal Joshi, Rohan Patil & Aniket Deshmukh

Review | Open access | 10 July 2022 | Article: 17

Medication Safety Analytics in Clinical Systems: Reconciliation Logic, Error Taxonomies, and Deployment Constraints

Oliver Grant, David Clark & Sophia Nguyen

Review | Open access | 10 July 2022 | Article: 18

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