Holger Roth
Title
Cited by
Cited by
Year
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
23332016
Deeporgan: Multi-level deep convolutional networks for automated pancreas segmentation
HR Roth, L Lu, A Farag, HC Shin, J Liu, EB Turkbey, RM Summers
International conference on medical image computing and computer-assisted …, 2015
3882015
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
3662015
A new 2.5 D representation for lymph node detection using random sets of deep convolutional neural network observations
HR Roth, L Lu, A Seff, KM Cherry, J Hoffman, S Wang, J Liu, E Turkbey, ...
International conference on medical image computing and computer-assisted …, 2014
3652014
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks
M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth, GZ Papadakis, ...
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018
1502018
Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation
HR Roth, L Lu, N Lay, AP Harrison, A Farag, A Sohn, RM Summers
Medical image analysis 45, 94-107, 2018
1262018
Deep convolutional networks for pancreas segmentation in CT imaging
HR Roth, A Farag, L Lu, EB Turkbey, RM Summers
Medical Imaging 2015: Image Processing 9413, 94131G, 2015
1252015
Spatial aggregation of holistically-nested networks for automated pancreas segmentation
HR Roth, L Lu, A Farag, A Sohn, RM Summers
International conference on medical image computing and computer-assisted …, 2016
1142016
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
1092015
Artificial intelligence-assisted polyp detection for colonoscopy: initial experience
A Yamauchi, Y Ogawa, Y Maeda, K Takeda, K Ichimasa, H Nakamura, ...
Gastroenterology 1, 3, 2018
1042018
An application of cascaded 3D fully convolutional networks for medical image segmentation
HR Roth, H Oda, X Zhou, N Shimizu, Y Yang, Y Hayashi, M Oda, ...
Computerized Medical Imaging and Graphics 66, 90-99, 2018
882018
A bottom-up approach for pancreas segmentation using cascaded superpixels and (deep) image patch labeling
A Farag, L Lu, HR Roth, J Liu, E Turkbey, RM Summers
IEEE Transactions on Image Processing 26 (1), 386-399, 2016
832016
Detection of sclerotic spine metastases via random aggregation of deep convolutional neural network classifications
HR Roth, J Yao, L Lu, J Stieger, JE Burns, RM Summers
Recent advances in computational methods and clinical applications for spine …, 2015
782015
Hierarchical 3D fully convolutional networks for multi-organ segmentation
HR Roth, H Oda, Y Hayashi, M Oda, N Shimizu, M Fujiwara, K Misawa, ...
arXiv preprint arXiv:1704.06382, 2017
742017
Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks
R Cheng, HR Roth, NS Lay, L Lu, B Turkbey, W Gandler, ES McCreedy, ...
Journal of Medical Imaging 4 (4), 041302, 2017
452017
Active appearance model and deep learning for more accurate prostate segmentation on MRI
R Cheng, HR Roth, L Lu, S Wang, B Turkbey, W Gandler, ES McCreedy, ...
Medical Imaging 2016: Image Processing 9784, 97842I, 2016
422016
Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images
YK Tsehay, NS Lay, HR Roth, X Wang, JT Kwak, BI Turkbey, PA Pinto, ...
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 1013405, 2017
392017
2d view aggregation for lymph node detection using a shallow hierarchy of linear classifiers
A Seff, L Lu, KM Cherry, HR Roth, J Liu, S Wang, J Hoffman, EB Turkbey, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2014
382014
Deep learning and its application to medical image segmentation
HR Roth, C Shen, H Oda, M Oda, Y Hayashi, K Misawa, K Mori
Medical Imaging Technology 36 (2), 63-71, 2018
372018
Automatic lymph node cluster segmentation using holistically-nested neural networks and structured optimization in CT images
I Nogues, L Lu, X Wang, H Roth, G Bertasius, N Lay, J Shi, Y Tsehay, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
342016
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Articles 1–20