Articles

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

Deep Learning Model for Predicting Inpatient Fall Events in Medical-Surgical Units Using Nursing Progress Notes, Medication Burden, Mobility Assessment Scores, Bed-Exit Alarm Logs, and Room-Level Environmental Risk Indicators

Lucas Meyer, Anna Schmid & Stefan Braun

Original Research | Open access | 25 February 2022 | Article: 66

Explainable Gradient Boosting Framework for Identifying Key Drivers of Delayed Emergency Department Discharge Using Diagnostic Order Completion Times, Bed Availability, Consultant Response Delays, and Patient Acuity Scores

Maria Hernandez & Carlos Vega

Original Research | Open access | 25 February 2022 | Article: 67

Artificial Intelligence-Based Radiology Operations System for Prioritizing Critical Imaging Reports Using Free-Text Radiology Findings, Order Urgency, Patient Risk Profiles, and Historical Escalation Patterns

Ravi Kumar, Neha Sharma, Aniket Deshmukh, Arjun Nair & Meera Pillai

Original Research | Open access | 25 February 2022 | Article: 68

Predictive Analytics Model for Estimating Same-Day Hospital Discharge Readiness Using Morning Laboratory Results, Active Medication Orders, Vital Sign Stability, Mobility Documentation, and Pending Consultation Status

Claire Martin, Julien Robert, Sophie Bernard & Antoine Girard

Original Research | Open access | 25 February 2022 | Article: 69

Clinical Vocabulary Alignment at Scale: A Formal Harmonization Theory for Cross-System Procedure Code Mapping

Claire Martin, Julien Robert, Sophie Bernard & Antoine Girard

Original Research | Open access | 10 January 2022 | Article: 7

Constraint-Aware Hospital Staffing Forecasting: A Resilience-Oriented Modeling Framework for Workforce Stability

Ahmed Mansour & Omar Saeed

Original Research | Open access | 10 January 2022 | Article: 8

Diagnostic Delay as a Sequence-Detectable Phenomenon: A Time-to-Action Modeling Framework for Preventable Harm Identification

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

Original Research | Open access | 10 January 2022 | Article: 9

Governance-First Clinical Trial Eligibility Pre-Screening: A Responsible Automation Framework for Risk-Bounded Recruitment

Nguyen Thanh Huy, Pham Quang Minh & Le Thi Bich

Original Research | Open access | 10 January 2022 | Article: 10

Medication Reconciliation Intelligence: A Safety-Critical Design Pattern for Detecting Dispense–Order Inconsistencies in Electronic Systems

Fatima Zahra Amrani & Youssef Benali

Original Research | Open access | 10 January 2022 | Article: 11

Patient Comprehension as a Quantifiable Construct: A Measurement Framework for Discharge Communication Effectiveness

Bruno Martins, Lucas Pereira, Renata Azevedo & Pedro Costa

Original Research | Open access | 10 January 2022 | Article: 12

Supervised Machine Learning Model for Predicting Medication Administration Delays in General Medical Wards Using Electronic Medication Administration Records, Pharmacy Dispensing Timestamps, Nurse-to-Patient Ratios, and Shift-Level Workload Indicators

Michael Turner, Sophia Nguyen, David Clark & Emma Wilson

Original Research | Open access | 25 February 2021 | Article: 63

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