Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to reduce preventable all-cause readmissions or death

• Ted L. Chang,

  Roles Conceptualization, Formal analysis, Project administration, Software, Validation, Visualization, Writing – review & editing

  Affiliations Sound Prediction Inc., Columbus, OH, United States of America, Mederrata Research Inc., Columbus, OH, United States of America

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• Hongjing Xia,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Software, Supervision, Validation, Writing – review & editing

  Affiliations Sound Prediction Inc., Columbus, OH, United States of America, Mederrata Research Inc., Columbus, OH, United States of America

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• Sonya Mahajan,

  Roles Conceptualization, Methodology, Supervision, Writing – original draft

  Affiliations Sound Prediction Inc., Columbus, OH, United States of America, Mederrata Research Inc., Columbus, OH, United States of America

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• Rohit Mahajan,

  Roles Conceptualization, Methodology, Writing – original draft

  Affiliations Sound Prediction Inc., Columbus, OH, United States of America, Mederrata Research Inc., Columbus, OH, United States of America

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• Joe Maisog,

  Roles Conceptualization, Formal analysis, Investigation

  Affiliation Lee Health, Fort Meyers, FL, United States of America

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• Shashaank Vattikuti,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft

  Affiliation Sleep Research Center, Walter Reed Army Institute of Research, Silver Spring, MD, United States of America

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• Carson C. Chow,

  Roles Investigation, Methodology, Supervision, Writing – review & editing

  Affiliations Mederrata Research Inc., Columbus, OH, United States of America, Laboratory of Biological Modeling, NIDDK, National Institutes of Health, Bethesda, MD, United States of America

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• Joshua C. Chang

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: josh.chang@nih.gov

  Affiliations Sound Prediction Inc., Columbus, OH, United States of America, Mederrata Research Inc., Columbus, OH, United States of America, Epidemiology and Biostatistics Section, Rehabilitation Medicine Department, The National Institutes of Health, Besthesda, MD, United States of America

  https://orcid.org/0000-0002-1594-4077

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