| 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 | 256 | 2022 |
| Is proton beam therapy cost effective in the treatment of adenocarcinoma of the prostate? A Konski, W Speier, A Hanlon, JR Beck, A Pollack Journal of Clinical Oncology 25 (24), 3603-3608, 2007 | 197 | 2007 |
| 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 | 142 | 2021 |
| Application of Bayesian decomposition for analysing microarray data TD Moloshok, RR Klevecz, JD Grant, FJ Manion, WF Speier IV, MF Ochs Bioinformatics 18 (4), 566-575, 2002 | 111 | 2002 |
| 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 | 98 | 2021 |
| Phosphorylation of Akt (Ser473) Predicts Poor Clinical Outcome in Oropharyngeal Squamous Cell Cancer Z Yu, PM Weinberger, C Sasaki, BL Egleston, WF Speier IV, B Haffty, ... Cancer Epidemiology Biomarkers & Prevention 16 (3), 553-558, 2007 | 87* | 2007 |
| 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 | 86 | 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 | 85 | 2019 |
| The effects of stimulus timing features on P300 speller performance J Lu, W Speier, X Hu, N Pouratian Clinical Neurophysiology 124 (2), 306-314, 2013 | 85 | 2013 |
| 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 | 83 | 2011 |
| Cost implications of new treatments for advanced colorectal cancer YN Wong, NJ Meropol, W Speier, D Sargent, RM Goldberg, JR Beck Cancer 115 (10), 2081-2091, 2009 | 74 | 2009 |
| 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 | 62 | 2017 |
| Integrating language models into classifiers for BCI communication: a review W Speier, C Arnold, N Pouratian Journal of neural engineering 13 (3), 031002, 2016 | 61 | 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 | 57 | 2019 |
| 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 | 57 | 2018 |
| The potential value of probabilistic tractography-based for MR-guided focused ultrasound thalamotomy for essential tremor E Tsolaki, A Downes, W Speier, WJ Elias, N Pouratian NeuroImage: Clinical 17, 1019-1027, 2018 | 51 | 2018 |
| Prevalence of coronary artery disease evaluated by coronary CT angiography in women with mammographically detected breast arterial calcifications L Mostafavi, W Marfori, C Arellano, A Tognolini, W Speier, A Adibi, ... PloS one 10 (4), e0122289, 2015 | 51 | 2015 |
| Using sequential decision making to improve lung cancer screening performance P Petousis, A Winter, W Speier, DR Aberle, W Hsu, AAT Bui Ieee Access 7, 119403-119419, 2019 | 49 | 2019 |
| 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 | 49 | 2019 |
| 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 | 49 | 2014 |
Corey W. ArnoldProfessor, Depts of Radiology, Pathology, Bioengineering, and Electrical & Computer EngineeringVerified email at ucla.edu
