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Journal of Health Informatics and Digital Systems
Journal of Health Informatics and Digital Systems
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Vol 3, Issue 2 (2023)

Missingness as Signal: A Representation Theory for Sparse and Irregular Longitudinal Health Records
Ahmed Benali, Karim Boudiaf & Samir Touati
Original Research | Open access | 10 July 2023 | Article: 26
Pediatric Dosing Safety by Contextual Constraint Design: A Formal Error-Prevention Modeling Framework
Sven Larsson, Erik Johansson & Anna Nilsson
Original Research | Open access | 10 July 2023 | Article: 27
Radiology Report Consistency as a Quality Metric: A Semantic Coherence Framework for Diagnostic Reliability
Paolo Ricci, Marco De Luca, Giulia Ferraro & Antonio Russo
Original Research | Open access | 10 July 2023 | Article: 28
Safety-First Clinical Deterioration Signal Fusion: A Multi-Channel Reasoning Framework for High-Stakes Monitoring
Chinedu Okafor & Amina Bello
Original Research | Open access | 10 July 2023 | Article: 29
Distribution Shift in Healthcare AI: Detection Methods, Adaptation Strategies, and Failure Taxonomies
Anna Kowalska, Piotr Nowak, Tomasz Zielinski & Katarzyna Mazur
Review | Open access | 10 July 2023 | Article: 31
Missing Data in Clinical Machine Learning: Modeling Decisions, Pitfalls, and Reporting Standards
George Papadopoulos & Eleni Georgiou
Review | Open access | 10 July 2023 | Article: 32
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