PrePrint Publications
1. Desai A*, Gunel B*, Ozturkler B, Beg H, Vasanawala S, Hargreaves B, Re C, Pauly J, Chaudhari A. VORTEX: Physics-Driven Data Augmentations for Consistency Training for Robust Accelerated MRI Reconstruction. 2021. Link. (* equal contribution)
2. Cohen J, Viviano J, Bertin P, Morrison P, Torabian P, Guarrera M, Lungren M, Chaudhari A, Brooks R, Hashir M, Bertrand H. TorchXRayVision: A library of chest X-ray datasets and models. 2021. Link.
3. Desai A*, Ozturkler B*, Sandino C, Vasanawala S, Hargreaves B, Re C, Pauly J, Chaudhari A. Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising. 2021. Link. (* equal contribution)
4. Karargyris A, et al. MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. 2021. Link.
5. Joshi A, Eyuboglu, Huang SH, Dunnmon J, Soin A, Davidzon G, Chaudhari A*, Lungren M*.OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations. 2021. Link. (* equal contribution)
6. Zambrano Chaves JM*, Chaudhari A*, Wentland A, Desai A, Banergee I, Boutin R, Maron D, Rodriguez F, Sandhu A, Jeffrey RB, Rubin D, Parel B. Opportunistic Assessment of Ischemic Heart Disease Risk Using Abdominopelvic Computed Tomography and Medical Record Data: a Multimodal Explainable Artificial Intelligence Approach. 2021. Link. (* equal contribution)
7. Desai A, Gold G, Hargreaves B, Chaudhari A. Technical Considerations for Semantic Segmentation in MRI using Convolutional Neural Networks. 2019. Link.