Holger Roth
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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
34562016
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
5142015
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
4982015
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
4782014
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
2022018
Artificial intelligence-assisted polyp detection for colonoscopy: initial experience
M Misawa, S Kudo, Y Mori, T Cho, S Kataoka, A Yamauchi, Y Ogawa, ...
Gastroenterology 154 (8), 2027-2029. e3, 2018
1932018
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
1922018
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets
SA Harmon, TH Sanford, S Xu, EB Turkbey, H Roth, Z Xu, D Yang, ...
Nature communications 11 (1), 1-7, 2020
1752020
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
1602015
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
1582015
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
1542018
The future of digital health with federated learning
N Rieke, J Hancox, W Li, F Milletari, HR Roth, S Albarqouni, S Bakas, ...
NPJ digital medicine 3 (1), 1-7, 2020
1522020
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
1472016
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
1142016
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
1002017
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
832015
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
712018
Generalizing deep learning for medical image segmentation to unseen domains via deep stacked transformation
L Zhang, X Wang, D Yang, T Sanford, S Harmon, B Turkbey, BJ Wood, ...
IEEE transactions on medical imaging 39 (7), 2531-2540, 2020
702020
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
602017
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015
HR Roth, L Lu, A Farag, HC Shin, J Liu, EB Turkbey, RM Summers
Springer, 2015
582015
O sistema não pode efectuar a operação agora. Tente novamente mais tarde.
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