Articles

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

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

Distilling Clinical Knowledge Graphs for Trustworthy Bedside Reasoning: A Representation Compression Framework for Safety-Critical Inference

Michael Turner, Sophia Nguyen, David Clark & Emma Wilson

Original Research | Open access | 10 January 2021 | Article: 1

Probabilistic Reliability Indices for Clinical Data Quality: A Design Framework for Uncertainty-Aware Healthcare Analytics

Wei Chen & Li Zhang

Original Research | Open access | 10 January 2021 | Article: 2

Temporal Episode Modeling in Inpatient Care: A Formal Representation Standard for Longitudinal Trajectory Analytics

Hiroshi Tanaka, Yuki Sato, Kenji Mori, Rina Okabe & Takashi Ito

Original Research | Open access | 10 January 2021 | Article: 3

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