Publications by authors named "Andrea Davidson"

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Contextual nonmedical health factors and critical care-related outcomes: a systematic review.
Esra Adiyeke, Chance Fleeting, Andrea Davidson, Sai Annanya Sree Vedala, Connor Johnson

Crit Care· December 2025

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Building AI competence in the healthcare workforce with the AI for clinical care workshop: A Bridge2AI for clinical CHoRUS project.
Andrea E Davidson, Aiden Jose, Benjamin Shickel, Kaleb E Smith, Parisa Rashidi

J Clin Transl Sci· December 2025

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A large language model for delirium prediction in the intensive care unit using structured electronic health records.
Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren

Sci Rep· November 2025

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Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling.
Miguel Contreras, Brandon Silva, Benjamin Shickel, Andrea Davidson, Tezcan Ozrazgat-Baslanti

Nat Commun· August 2025

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DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR.
Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren

Res Sq· August 2025

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APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model.
Miguel Contreras, Brandon Silva, Benjamin Shickel, Andrea Davidson, Tezcan Ozrazgat-Baslanti

Res Sq· August 2024

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Wearable sensors in patient acuity assessment in critical care.
Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea E Davidson, Sabyasachi Bandyopadhyay

Front Neurol· May 2024

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A Systematic Review on Participant Diversity in Clinical Trials-Have We Made Progress for the Management of Obesity and Its Metabolic Sequelae in Diet, Drug, and Surgical Trials.
Crystal N Johnson-Mann, Julie S Cupka, Alexandra Ro, Andrea E Davidson, Brooke A Armfield

J Racial Ethn Health Disparities· December 2023

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Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data.
Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan

IEEE Int Conf Bioinform Biomed Workshops· December 2023

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Comprehensive clinical assessment of home-based older persons within New Zealand: an epidemiological profile of a national cross-section.
Philip J Schluter, Annabel Ahuriri-Driscoll, Tim J Anderson, Paul Beere, Jennifer Brown, Andrea Davidson

Aust N Z J Public Health· August 2016

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