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Vol 1, Issue 1 (2021)
Journal of Health Informatics and Digital Systems
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Vol 1, Issue 1 (2021)
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
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Open access
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10 January 2021
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Article: 1
Probabilistic Reliability Indices for Clinical Data Quality: A Design Framework for Uncertainty-Aware Healthcare Analytics
Wei Chen & Li Zhang
Original Research
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Open access
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10 January 2021
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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
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Open access
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10 January 2021
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Article: 3
Weak Supervision for Clinical Phenotyping Under Ambiguity: A Scalable Labeling Theory for Noisy Electronic Health Records
Lucas Meyer, Anna Schmid & Stefan Braun
Review
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Open access
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10 January 2021
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Article: 4
Predictive Operations in Hospitals: Design Principles for Safe Forecasting, Resource Allocation, and Capacity Governance
Maria Hernandez & Carlos Vega
Original Research
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Open access
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10 January 2021
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Article: 5
Clinical Data Engineering for Healthcare AI: Labeling Theory, Data Quality Assurance, and Temporal Structuring Standards
Ravi Kumar, Neha Sharma, Aniket Deshmukh, Arjun Nair & Meera Pillai
Review
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Open access
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10 January 2021
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Article: 6
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