| 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 | 430 | 2022 |
| 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 | 196 | 2021 |
| Medical imaging informatics (Contributor) RKT AAT Bui Springer, 2010 | 149* | 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 | 135 | 2018 |
| 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 | 133 | 2021 |
| 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 | 129 | 2021 |
| 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 | 101 | 2019 |
| Clinical case-based retrieval using latent topic analysis CW Arnold, SM El-Saden, AAT Bui, R Taira AMIA annual symposium proceedings 2010, 26, 2010 | 92 | 2010 |
| 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 | 85 | 2011 |
| 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 | 84 | 2020 |
| 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, 2018 | 83 | 2018 |
| 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 | 76 | 2018 |
| 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, 2018 | 70 | 2018 |
| Integrating language models into classifiers for BCI communication: a review W Speier, C Arnold, N Pouratian Journal of neural engineering 13 (3), 031002, 2016 | 69 | 2016 |
| 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 | 68 | 2019 |
| 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 | 67 | 2017 |
| 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 | 60 | 2018 |
| 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 | 57 | 2014 |
| Multi-site, multi-domain airway tree modeling M Zhang, Y Wu, H Zhang, Y Qin, H Zheng, W Tang, C Arnold, C Pei, P Yu, ... Medical image analysis 90, 102957, 2023 | 54 | 2023 |
| Synthesizing MR image contrast enhancement using 3D high-resolution ConvNets C Chen, C Raymond, W Speier, X Jin, TF Cloughesy, D Enzmann, ... IEEE Transactions on Biomedical Engineering 70 (2), 401-412, 2022 | 52 | 2022 |
William SpeierUCLAVerified email at ucla.edu
