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Corey W. Arnold
Corey W. Arnold
Professor, Depts of Radiology, Pathology, Bioengineering, and Electrical & Computer Engineering
在 ucla.edu 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge
W Bulten, K Kartasalo, PHC Chen, P Ström, H Pinckaers, K Nagpal, Y Cai, ...
Nature medicine 28 (1), 154-163, 2022
2882022
Federated learning improves site performance in multicenter deep learning without data sharing
KV Sarma, S Harmon, T Sanford, HR Roth, Z Xu, J Tetreault, D Xu, ...
Journal of the American Medical Informatics Association 28 (6), 1259-1264, 2021
1522021
Medical imaging informatics (Contributor)
RKT AAT Bui
Springer, 2010
138*2010
Path R-CNN for prostate cancer diagnosis and gleason grading of histological images
W Li, J Li, KV Sarma, KC Ho, S Shen, BS Knudsen, A Gertych, CW Arnold
IEEE transactions on medical imaging 38 (4), 945-954, 2018
1242018
A multi-resolution model for histopathology image classification and localization with multiple instance learning
J Li, W Li, A Sisk, H Ye, WD Wallace, W Speier, CW Arnold
Computers in biology and medicine 131, 104253, 2021
1032021
Clinical case-based retrieval using latent topic analysis
CW Arnold, SM El-Saden, AAT Bui, R Taira
AMIA annual symposium proceedings 2010, 26, 2010
942010
Bidirectional representation learning from transformers using multimodal electronic health record data to predict depression
Y Meng, W Speier, MK Ong, CW Arnold
IEEE journal of biomedical and health informatics 25 (8), 3121-3129, 2021
922021
A machine learning approach for classifying ischemic stroke onset time from imaging
KC Ho, W Speier, H Zhang, F Scalzo, S El-Saden, CW Arnold
IEEE transactions on medical imaging 38 (7), 1666-1676, 2019
882019
Natural language processing with dynamic classification improves P300 speller accuracy and bit rate
W Speier, C Arnold, J Lu, RK Taira, N Pouratian
Journal of neural engineering 9 (1), 016004, 2011
832011
A multi-scale u-net for semantic segmentation of histological images from radical prostatectomies
J Li, KV Sarma, KC Ho, A Gertych, BS Knudsen, CW Arnold
AMIA Annual Symposium Proceedings 2017, 1140, 2017
782017
Toward heterogeneous information fusion: bipartite graph convolutional networks for in silico drug repurposing
Z Wang, M Zhou, C Arnold
Bioinformatics 36 (Supplement_1), i525-i533, 2020
712020
Semantic segmentation for prostate cancer grading by convolutional neural networks
N Ing, Z Ma, J Li, H Salemi, C Arnold, BS Knudsen, A Gertych
Medical Imaging 2018: Digital Pathology 10581, 343-355, 2018
702018
Classifying acute ischemic stroke onset time using deep imaging features
KC Ho, W Speier, S El-Saden, CW Arnold
AMIA Annual Symposium Proceedings 2017, 892, 2017
632017
Source-LDA: Enhancing probabilistic topic models using prior knowledge sources
J Wood, P Tan, W Wang, C Arnold
2017 IEEE 33rd international conference on data engineering (ICDE), 411-422, 2017
622017
Integrating language models into classifiers for BCI communication: a review
W Speier, C Arnold, N Pouratian
Journal of neural engineering 13 (3), 031002, 2016
622016
A machine learning approach to classifying self-reported health status in a cohort of patients with heart disease using activity tracker data
Y Meng, W Speier, C Shufelt, S Joung, JE Van Eyk, CNB Merz, M Lopez, ...
IEEE journal of biomedical and health informatics 24 (3), 878-884, 2019
612019
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies
J Li, W Speier, KC Ho, KV Sarma, A Gertych, BS Knudsen, CW Arnold
Computerized Medical Imaging and Graphics 69, 125-133, 2018
572018
An attention-based multi-resolution model for prostate whole slide imageclassification and localization
J Li, W Li, A Gertych, BS Knudsen, W Speier, CW Arnold
arXiv preprint arXiv:1905.13208, 2019
502019
Integrating language information with a hidden Markov model to improve communication rate in the P300 speller
W Speier, C Arnold, J Lu, A Deshpande, N Pouratian
IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (3 …, 2014
502014
A topic model of clinical reports
C Arnold, W Speier
Proceedings of the 35th international ACM SIGIR conference on Research and …, 2012
492012
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