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Frontiers in Artificial Intelligence|January 22, 2026
Use of machine learning models to predict mechanical ventilation, ECMO, and mortality in COVID-19Nina Moorman, Erin Hedlund-Botti, Grace Gombolay, et al.Science Robotics|November 19, 2025
Deep domain adaptation eliminates costly data required for task-agnostic wearable robotic controlKeaton L Scherpereel, Matthew C Gombolay, Max K Shepherd, et al.World Neurosurgery|March 30, 2022
Improving Surgical Triage in Spine Clinic: Predicting Likelihood of Surgery Using Machine LearningSamuel E Broida, Mariah L Schrum, Eric Yoon, et al.Journal of Neural Engineering|June 4, 2024
Irregular optogenetic stimulation waveforms can induce naturalistic patterns of hippocampal spectral activityEric R Cole, Thomas E Eggers, David A Weiss, et al.Pediatric Neurology|February 11, 2023
Review of Machine Learning and Artificial Intelligence (ML/AI) for the Pediatric NeurologistGrace Y Gombolay, Nakul Gopalan, Andrea Bernasconi, et al.Pageof 1