| Self pre-training with masked autoencoders for medical image analysis L Zhou, H Liu, J Bae, J He, D Samaras, P Prasanna arXiv preprint arXiv:2203.05573 1 (3), 2022 | 91* | 2022 |
| Predicting mechanical ventilation requirement and mortality in COVID-19 using radiomics and deep learning on chest radiographs: a multi-institutional study J Bae, S Kapse, G Singh, T Phatak, J Green, N Madan, P Prasanna | 39* | 2020 |
| Effects of prone ventilation on oxygenation, inflammation, and lung infiltrates in COVID-19 related acute respiratory distress syndrome: a retrospective cohort study R Khullar, S Shah, G Singh, J Bae, R Gattu, S Jain, J Green, ... Journal of clinical medicine 9 (12), 4129, 2020 | 23 | 2020 |
| Challenges of equitable vaccine distribution in the covid-19 pandemic J Bae, D Gandhi, J Kothari, S Shankar, J Bae, P Patwa, R Sukumaran, ... arXiv preprint arXiv:2012.12263, 2020 | 14 | 2020 |
| Temporal context matters: Enhancing single image prediction with disease progression representations A Konwer, X Xu, J Bae, C Chen, P Prasanna Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 12 | 2022 |
| Predicting COVID-19 lung infiltrate progression on chest radiographs using spatio-temporal LSTM based encoder-decoder network A Konwer, J Bae, G Singh, R Gattu, S Ali, J Green, T Phatak, A Gupta, ... Medical Imaging with Deep Learning, 384-398, 2021 | 8 | 2021 |
| Chest radiograph disentanglement for covid-19 outcome prediction L Zhou, J Bae, H Liu, G Singh, J Green, D Samaras, P Prasanna Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 8* | 2021 |
| Attention-based multi-scale gated recurrent encoder with novel correlation loss for COVID-19 progression prediction A Konwer, J Bae, G Singh, R Gattu, S Ali, J Green, T Phatak, P Prasanna Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 7 | 2021 |
| Mobile apps prioritizing privacy, efficiency and equity: A decentralized approach to covid-19 vaccination coordination J Bae, R Sukumaran, S Shankar, A Sharma, I Singh, H Nazir, C Kang, ... arXiv preprint arXiv:2102.09372, 2021 | 6 | 2021 |
| Enhancing modality-agnostic representations via meta-learning for brain tumor segmentation A Konwer, X Hu, J Bae, X Xu, C Chen, P Prasanna Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 4 | 2023 |
| Pre-treatment radiomics from radiotherapy dose regions predict distant brain metastases in stereotactic radiosurgery J Bae, R Cattell, E Zabrocka, J Roberson, D Payne, K Mani, P Prasanna Medical Imaging 2022: Physics of Medical Imaging 12031, 416-420, 2022 | 2 | 2022 |
| COVID-19 outbreak prediction and analysis using self reported symptoms R Sukumaran, P Patwa, TV Sethuraman, S Shankar, R Kanaparti, J Bae, ... arXiv preprint arXiv:2101.10266, 2020 | 2 | 2020 |
| Evolution of chest radiograph radiomics and association with respiratory and inflammatory parameters in COVID-19 patients undergoing prone ventilation: preliminary findings C Cowan, J Bae, G Singh, R Khullar, S Shah, N Madan, P Prasanna Medical Imaging 2021: Computer-Aided Diagnosis 11597, 46-52, 2021 | 1 | 2021 |
| Pre-treatment Spatially-Aware MRI Radiomics Can Predict Distant Brain Metastases (DBMs) Following Stereotactic Radiosurgery/Radiation Therapy (SRS/SRT) J Bae, K Mani, E Zabrocka, R Cattell, B O'Grady, D Payne, J Roberson, ... Advances in Radiation Oncology, 101457, 2024 | | 2024 |
| Token Sparsification for Faster Medical Image Segmentation L Zhou, H Liu, J Bae, J He, D Samaras, P Prasanna International Conference on Information Processing in Medical Imaging, 743-754, 2023 | | 2023 |
| 1544P Pre-treatment CT radiomics predicts survival in chemo-immunotherapy-treated small cell lung cancer J Bae, P Prasanna, SM Gadgeel Annals of Oncology 33, S1253, 2022 | | 2022 |
| Prediction of Regional and Distant Failure After Definitive Thoracic Stereotactic Body Radiation Therapy (SBRT) Using Pre-Treatment CT-Based Radiomic Analysis J Bae, E Zabrocka, C Rodriguez, DL Payne, R Cattell, S Ryu, P Prasanna, ... International Journal of Radiation Oncology, Biology, Physics 112 (2), e11, 2022 | | 2022 |
