|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|Early triage of critically ill COVID-19 patients using deep learning|
Nature Communications, 2020
|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
|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
|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
|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
|Determination of feature boundaries in a digital representation of an anatomical structure|
J Yao, RM Summers
US Patent 7,454,045, 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
|A C-arm fluoroscopy-guided progressive cut refinement strategy using a surgical robot|
J Yao, RH Taylor, RP Goldberg, R Kumar, A Bzostek, R Van Vorhis, ...
Computer Aided Surgery 5 (6), 373-390, 2000
|A multi-center milestone study of clinical vertebral CT segmentation|
J Yao, JE Burns, D Forsberg, A Seitel, A Rasoulian, P Abolmaesumi, ...
Computerized Medical Imaging and Graphics 49, 16-28, 2016