| 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 | 72 | 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 | 45 | 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 | 43 | 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 | 11 | 2019 |
| 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, ... NPJ Digital Medicine 7 (1), 171, 2024 | 9 | 2024 |
| 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 | 9 | 2023 |
| 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 | 8 | 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 | 6 | 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 | 6 | 2021 |
| 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 | 5 | 2023 |
| 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 | 5 | 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 | 5 | 2021 |
| 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 44 (29), 2024 | 2 | 2024 |
| 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 | 2 | 2019 |
| Phase-dependent visual and sensorimotor integration of features for grasp computations before and after effector specification LL Guo, M Niemeier Journal of Neuroscience 44 (33), 2024 | 1 | 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 | 1 | 2022 |
| Systematic Review of Studies Investigating Hospital Readmissions in Pediatric Oncology H Hassan, Y Chen, AD Lu, SE Arciniegas, AP Yan, LL Guo, L Sung Pediatric blood & cancer 72 (2), e31459, 2025 | | 2025 |
| A roadmap to implementing machine learning in healthcare: from concept to practice AP Yan, LL Guo, J Inoue, SE Arciniegas, E Vettese, A Wolochacz, ... Frontiers in Digital Health 7, 1462751, 2025 | | 2025 |
| Red means heavy: Action intentions reactivate representations of task-relevant cognitive cues N Lee, LL Guo, A Nestor, M Niemeier bioRxiv, 2024.11. 29.626095, 2024 | | 2024 |
| The Temporal Structure of Neural Processes Underlying Human Precision Grasp Computations LL Guo University of Toronto (Canada), 2020 | | 2020 |
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