publications
Selected publications. Generated by jekyll-scholar.
2024
- Action abstractions for amortized samplingarXiv preprint arXiv:2410.15184, 2024
2023
- torchgfn: A PyTorch GFlowNet libraryarXiv preprint arXiv:2305.14594, 2023
2022
- TorchXRayVision: A library of chest X-ray datasets and modelsIn International Conference on Medical Imaging with Deep Learning, 2022
2021
- What’s in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl CorpusIn ACL-IJCNLP, 2021
- Saliency is a Possible Red Herring When Diagnosing Poor GeneralizationIn International Conference on Learning Representations (ICLR), 2021
- Problems in the deployment of machine-learned models in health careCmaj, 2021
- Multi-domain balanced sampling improves out-of-distribution generalization of chest x-ray pathology prediction modelsarXiv preprint arXiv:2112.13734, 2021
2020
- Identifying psychosis spectrum youth using support vector machines and cerebral blood perfusion as measured by arterial spin labeled fMRINeuroImage: Clinical, 2020
2019
- Ciftify: A framework for surface-based analysis of legacy MR acquisitionsNeuroimage, 2019
2018
- Integration of routine QA data into mega-analysis may improve quality and sensitivity of multisite diffusion tensor imaging studiesHuman Brain Mapping, 2018
- Resting-state connectivity biomarkers of cognitive performance and social function in individuals with schizophrenia spectrum disorder and healthy control subjectsBiological Psychiatry, 2018
- Modeling and prediction of clinical symptom trajectories in Alzheimer’s disease using longitudinal dataPLoS computational biology, 2018
2016
- Attenuated anticorrelation between the default and dorsal attention networks with aging: evidence from task and restNeurobiology of aging, 2016
2015
- Interhemispheric interactions of the human thalamic reticular nucleusJournal of Neuroscience, 2015
- Population receptive field estimation reveals new retinotopic maps in human subcortexJournal of Neuroscience, 2015