Lin Lawrence Guo
Lin Lawrence Guo
The Hospital for Sick Children
Patvirtintas el. paštas
Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine
LL Guo, SR Pfohl, J Fries, AEW Johnson, J Posada, C Aftandilian, N Shah, ...
Scientific reports 12 (1), 2726, 2022
Systematic review of approaches to preserve machine learning performance in the presence of temporal dataset shift in clinical medicine
LL Guo, SR Pfohl, J Fries, J Posada, SL Fleming, C Aftandilian, N Shah, ...
Applied clinical informatics 12 (04), 808-815, 2021
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
Multivariate Analysis of Electrophysiological Signals Reveals the Temporal Properties of Visuomotor Computations for Precision Grips
LL Guo, A Nestor, D Nemrodov, A Frost, M Niemeier
Journal of Neuroscience 39 (48), 9585-9597, 2019
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
Grasping of real-world objects is not biased by ensemble perception
AWY Fan, LL Guo, A Frost, RL Whitwell, M Niemeier, JS Cant
Frontiers in Psychology 12, 597691, 2021
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
Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study
N Alexander, C Aftandilian, LL Guo, E Plenert, J Posada, J Fries, ...
JMIR Medical Informatics 10 (11), e40039, 2022
Multivariate analysis of electrophysiological signals reveals the time course of precision grasps programs: Evidence for nonhierarchical evolution of grasp control
LL Guo, YS Oghli, A Frost, M Niemeier
Journal of Neuroscience 41 (44), 9210-9222, 2021
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
Emergent synergistic grasp-like behavior in a visuomotor joint action task: Evidence for internal forward models as building blocks of human interactions
LL Guo, N Patel, M Niemeier
Frontiers in Human Neuroscience 13, 37, 2019
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
A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records
LL Guo, J Fries, E Steinberg, SL Fleming, K Morse, C Aftandilian, ...
arXiv preprint arXiv:2311.11483, 2023
Computation on demand: Action-specific representations of visual task features arise during distinct movement phases
N Lee, LL Guo, A Nestor, M Niemeier
Journal of Neuroscience, 2024
Do motor plans affect sensorimotor state estimates during temporal decision-making with crossed vs. uncrossed hands? Failure to replicate the dynamic crossed-hand effect
TCK Cheung, LL Guo, A Frost, CF Pereira, M Niemeier
Experimental Brain Research 240 (5), 1529-1545, 2022
The Temporal Structure of Neural Processes Underlying Human Precision Grasp Computations
LL Guo
University of Toronto (Canada), 2020
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