| Federated learning for predicting clinical outcomes in patients with COVID-19 I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ... Nature medicine 27 (10), 1735-1743, 2021 | 495 | 2021 |
| A large language model for electronic health records X Yang, A Chen, N PourNejatian, HC Shin, KE Smith, C Parisien, ... npj Digital Medicine 5 (1), 194, 2022 | 255 | 2022 |
| Federated learning for breast density classification: A real-world implementation HR Roth, K Chang, P Singh, N Neumark, W Li, V Gupta, S Gupta, L Qu, ... Domain Adaptation and Representation Transfer, and Distributed and …, 2020 | 178 | 2020 |
| Contour tracking in echocardiographic sequences via sparse representation and dictionary learning X Huang, DP Dione, CB Compas, X Papademetris, BA Lin, A Bregasi, ... Medical image analysis 18 (2), 253-271, 2014 | 103 | 2014 |
| Gatortron: A large clinical language model to unlock patient information from unstructured electronic health records X Yang, A Chen, N PourNejatian, HC Shin, KE Smith, C Parisien, ... arXiv preprint arXiv:2203.03540, 2022 | 52 | 2022 |
| Radial Basis Functions for Combining Shape and Speckle Tracking in 4D Echocardiography CB Compas, EY Wong, X Huang, S Sampath, BA Lin, P Pal, ... Medical Imaging, IEEE Transactions on 33 (6), 1275-1289, 2014 | 39 | 2014 |
| Prediction of diseases based on analysis of medical exam and/or test workflow DJ Beymer, KW Brannon, CB Compas, RK Kumar, TF Syeda-Mahmood US Patent 10,327,712, 2019 | 38 | 2019 |
| Automatic detection of coronary stenosis in x-ray angiography through spatio-temporal tracking CB Compas, T Syeda-Mahmood, P McNeillie, D Beymer 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 1299-1302, 2014 | 30 | 2014 |
| Medical sieve: a cognitive assistant for radiologists and cardiologists T Syeda-Mahmood, E Walach, D Beymer, F Gilboa-Solomon, M Moradi, ... SPIE Medical Imaging, 97850A-97850A-6, 2016 | 22 | 2016 |
| Towards an efficient way of building annotated medical image collections for big data studies Y Gur, M Moradi, H Bulu, Y Guo, C Compas, T Syeda-Mahmood Intravascular Imaging and Computer Assisted Stenting, and Large-Scale …, 2017 | 18 | 2017 |
| Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation X Huang, BA Lin, CB Compas, AJ Sinusas, LH Staib, JS Duncan Mathematical Methods in Biomedical Image Analysis (MMBIA), 2012 IEEE …, 2012 | 17 | 2012 |
| A dynamical appearance model based on multiscale sparse representation: Segmentation of the left ventricle from 4d echocardiography X Huang, DP Dione, CB Compas, X Papademetris, BA Lin, AJ Sinusas, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012 | 15 | 2012 |
| A dynamical appearance model based on multiscale sparse representation: Segmentation of the left ventricle from 4d echocardiography X Huang, DP Dione, CB Compas, X Papademetris, BA Lin, AJ Sinusas, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012 | 15 | 2012 |
| IEEE International Ultrasonics Symposium, IUS EY Wong, M O'Donnell, CB Compas, BA Lin, AJ Sinusas, JS Duncan 2012 IEEE International Ultrasonics Symposium, IUS 2012, 2012 | 14* | 2012 |
| Sparsity and biomechanics inspired integration of shape and speckle tracking for cardiac deformation analysis N Parajuli, CB Compas, BA Lin, S Sampath, M O’Donnell, AJ Sinusas, ... Functional Imaging and Modeling of the Heart: 8th International Conference …, 2015 | 13 | 2015 |
| Multi-step vessel segmentation and analysis M Bronkalla, C Compas US Patent 10,083,504, 2018 | 11 | 2018 |
| Yonghui Wu X Yang, A Chen, N PourNejatian, HC Shin, KE Smith, C Parisien, ... A large language model for electronic health records. npj Digital Medicine 5 …, 2022 | 9 | 2022 |
| Detecting coronary stenosis through spatio-temporal tracking CB Compas, TF Syeda-Mahmood US Patent 9,943,277, 2018 | 9 | 2018 |
| Discriminating normal and abnormal left ventricular shapes in four-chamber view 2D echocardiography T Syeda-Mahmood, Q Wang, P McNeillie, D Beymer, C Compas 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 401-404, 2014 | 8 | 2014 |
| A combined shape tracking and speckle tracking approach for 4d deformation analysis in echocardiography CB Compas, EY Wong, X Huang, S Sampath, BA Lin, X Papademetris, ... 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 458-461, 2012 | 8 | 2012 |
