Publications
Data-Driven Discovery of Movement-Linked Heterogeneity in Neurodegenerative Diseases
Nature Machine Intelligence 2024
Motion Question Answering via Modular Motion Programs
International Conference on Machine Learning (ICML) 2023
[Project Page] [Paper] [Code] [Poster]
Evaluating Progress in Automatic Chest X-Ray Radiology Report Generation
Patterns - Cell Press [September 2023 Issue Cover]
GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022 [Special Recognition Award for Outstanding Psychiatric Research]
Retrieval-Based Chest X-Ray Report Generation Using a Pre-trained Contrastive Language-Image Model
Machine Learning for Health (ML4H) 2021
[Paper] [Code] [ML4H Content]
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation
Medical Imaging with Deep Learning (MIDL) 2021
[Paper] [Code] [OpenCV Webinar] [Spotlight Presentation] [MIDL Content]