| Deep convolutional neural networks for computer-aided detection: CNN architectures, dataset characteristics and transfer learning HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao, D Mollura, ... IEEE transactions on medical imaging 35 (5), 1285-1298, 2016 | 5301 | 2016 |
| Polyps: Linear and Volumetric Measurement at CT Colonography1 SC Yeshwant, RM Summers, J Yao, DS Brickman, JR Choi, PJ Pickhardt Radiology 241 (3), 802-811, 2006 | 1690 | 2006 |
| Improving computer-aided detection using convolutional neural networks and random view aggregation HR Roth, L Lu, J Liu, J Yao, A Seff, K Cherry, L Kim, RM Summers IEEE transactions on medical imaging 35 (5), 1170-1181, 2015 | 677 | 2015 |
| DeepPap: deep convolutional networks for cervical cell classification L Zhang, L Lu, I Nogues, RM Summers, S Liu, J Yao IEEE journal of biomedical and health informatics 21 (6), 1633-1643, 2017 | 410 | 2017 |
| Learning to read chest x-rays: Recurrent neural cascade model for automated image annotation HC Shin, K Roberts, L Lu, D Demner-Fushman, J Yao, RM Summers Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 379 | 2016 |
| Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population RM Summers, J Yao, PJ Pickhardt, M Franaszek, I Bitter, D Brickman, ... Gastroenterology 129 (6), 1832-1844, 2005 | 340 | 2005 |
| Medical image segmentation by combining graph cuts and oriented active appearance models X Chen, JK Udupa, U Bagci, Y Zhuge, J Yao IEEE transactions on image processing 21 (4), 2035-2046, 2012 | 279 | 2012 |
| Early triage of critically ill COVID-19 patients using deep learning Nature Communications, 2020 | 271 | 2020 |
| Genome-wide analysis identifies 12 loci influencing human reproductive behavior N Barban, R Jansen, R De Vlaming, A Vaez, JJ Mandemakers, FC Tropf, ... Nature genetics 48 (12), 1462-1472, 2016 | 269 | 2016 |
| Anatomy-specific classification of medical images using deep convolutional nets HR Roth, CT Lee, HC Shin, A Seff, L Kim, J Yao, L Lu, RM Summers 2015 IEEE 12th international symposium on biomedical imaging (ISBI), 101-104, 2015 | 218 | 2015 |
| Computer-integrated revision total hip replacement surgery: concept and preliminary results RH Taylor, L Joskowicz, B Williamson, A Guéziec, A Kalvin, P Kazanzides, ... Medical image analysis 3 (3), 301-319, 1999 | 208 | 1999 |
| Interleaved text/image deep mining on a very large-scale radiology database HC Shin, L Lu, L Kim, A Seff, J Yao, RM Summers Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 200 | 2015 |
| Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images U Bagci, JK Udupa, N Mendhiratta, B Foster, Z Xu, J Yao, X Chen, ... Medical image analysis 17 (8), 929-945, 2013 | 193 | 2013 |
| Interstitial myocardial fibrosis assessed as extracellular volume fraction with low-radiation-dose cardiac CT MS Nacif, N Kawel, JJ Lee, X Chen, J Yao, A Zavodni, CT Sibley, ... Radiology 264 (3), 876-883, 2012 | 171 | 2012 |
| Automated spinal column extraction and partitioning J Yao, SD O'Connor, RM Summers 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006 …, 2006 | 169 | 2006 |
| Colonic polyp segmentation in CT colonography-based on fuzzy clustering and deformable models J Yao, M Miller, M Franaszek, RM Summers IEEE Transactions on Medical Imaging 23 (11), 1344-1352, 2004 | 140 | 2004 |
| Vertebral body compression fractures and bone density: automated detection and classification on CT images JE Burns, J Yao, RM Summers Radiology 284 (3), 788-797, 2017 | 133 | 2017 |
| Predicting lymph node metastasis using histopathological images based on multiple instance learning with deep graph convolution Y Zhao, F Yang, Y Fang, H Liu, N Zhou, J Zhang, J Sun, S Yang, B Menze, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 128 | 2020 |
| Determination of feature boundaries in a digital representation of an anatomical structure J Yao, RM Summers US Patent 7,454,045, 2008 | 125 | 2008 |
| Computer-aided diagnosis of pulmonary infections using texture analysis and support vector machine classification J Yao, A Dwyer, RM Summers, DJ Mollura Academic radiology 18 (3), 306-314, 2011 | 123 | 2011 |
Ronald M. Summers, MD, PhDNational Institutes of Health Clinical CenterVerified email at nih.gov
