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Joshua Lemmon
Joshua Lemmon
Unknown affiliation
Verified email at sickkids.ca
Title
Cited by
Cited by
Year
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
232023
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
32024
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
32023
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
22023
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
12023
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