A framework for evaluating clinical artificial intelligence systems without ground-truth annotations
Nature Communications, 2024
Publications · Conferences · Journals
Research.
Publications in top-tier machine learning conferences and high-impact scientific journals. ICML, NeurIPS, Nature, and beyond.
A vision transformer for decoding surgeon activity from surgical videos
Nature Biomedical Engineering, 2023
Human visual explanations mitigate bias in AI-based assessment of surgeon skills
npj Digital Medicine, 2023
A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons
Communications Medicine, 2023
PCPs: Patient Cardiac Prototypes to Probe AI-based Medical Diagnoses, Distill Datasets, and Retrieve Patients.
Transactions on Machine Learning Research (TMLR) 2023
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals.
International Conference on Machine Learning (ICML) 2022
Spotlight Presentation
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age.
Neural Information Processing Systems (NeurIPS) 2021
Segmentation of Left Atrial MR Images via Self-supervised Semi-supervised Meta-learning
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients.
International Conference on Machine Learning (ICML) 2021
Spotlight Presentation
The Promise of Clinical Decision Support Systems Targetting Low-Resource Settings.
IEEE Reviews in Biomedical Engineering, 2020
PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings.
IEEE Journal of Biomedical and Health Informatics, 2020