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Joshua Lemmon
Joshua Lemmon
Ukjent tilknytning
Verifisert e-postadresse på sickkids.ca
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EHR foundation models improve robustness in the presence of temporal distribution shift
LL Guo, E Steinberg, SL Fleming, J Posada, J Lemmon, SR Pfohl, N Shah, ...
Scientific Reports 13 (1), 3767, 2023
442023
Evaluation of feature selection methods for preserving machine learning performance in the presence of temporal dataset shift in clinical medicine
J Lemmon, LL Guo, J Posada, SR Pfohl, J Fries, SL Fleming, C Aftandilian, ...
Methods of Information in Medicine 62 (01/02), 060-070, 2023
92023
Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare
LL Guo, KE Morse, C Aftandilian, E Steinberg, J Fries, J Posada, ...
BMC Medical Informatics and Decision Making 24 (1), 51, 2024
82024
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks
J Lemmon, LL Guo, E Steinberg, KE Morse, SL Fleming, C Aftandilian, ...
Journal of the American Medical Informatics Association 30 (12), 2004-2011, 2023
52023
Development and validation of the SickKids Enterprise-wide Data in Azure Repository (SEDAR)
LL Guo, M Calligan, E Vettese, S Cook, G Gagnidze, O Han, J Inoue, ...
Heliyon 9 (11), 2023
52023
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