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JMIR Medical Informatics|November 17, 2022
Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods StudyNatasha Alexander, Catherine Aftandilian, Lin Lawrence Guo, et al.BMC Medical Informatics and Decision Making|February 14, 2024
Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcareLin Lawrence Guo, Keith E Morse, Catherine Aftandilian, et al.Journal of the American Medical Informatics Association : JAMIA|August 28, 2023
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasksJoshua Lemmon, Lin Lawrence Guo, Ethan Steinberg, et al.Heliyon|November 29, 2023
Development and validation of the SickKids Enterprise-wide Data in Azure Repository (SEDAR)Lin Lawrence Guo, Maryann Calligan, Emily Vettese, et al.BMC Cancer|November 1, 2025
Development and prospective evaluation of a machine learning model to predict vomiting among pediatric cancer and hematopoietic cell transplant patientsAdam Paul Yan, Lin Lawrence Guo, Priya Patel, et al.Frontiers in Digital Health|February 5, 2025
A roadmap to implementing machine learning in healthcare: from concept to practiceAdam Paul Yan, Lin Lawrence Guo, Jiro Inoue, et al.Pageof 7