Concepedia
Statistics
Publications
57
Citations
2.7K
H-Index
34
Active since
2002
Affiliations
University of California, Los Angeles(Current)
Computational Diagnostics (United States)
UCLA Medical Center
Los Angeles Medical Center
UCLA Health
William Speier is an author at University of California, Los Angeles specializing in computing, medicine, and machine learning.
Publications per year
2002–2024
Federated learning improves site performance in multicenter deep learning without data sharing
Karthik V. Sarma, Stephanie A. Harmon, Thomas Sanford et al. · Journal of the American Medical Informatics Association · 2020 · 229 citations · Full text
Computing, Biomedical Informatics, Health Informatics +16
Is Proton Beam Therapy Cost Effective in the Treatment of Adenocarcinoma of the Prostate?
André Konski, William Speier, Alexandra L. Hanlon et al. · Journal of Clinical Oncology · 2007 · 154 citations · Full text
Medicine, Oncology, Radiation Oncology +16
A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging
King Chung Ho, William Speier, Haoyue Zhang et al. · IEEE Transactions on Medical Imaging · 2019 · 118 citations · Full text
Medicine, Neurology, Radiology +17
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression
Yiwen Meng, William Speier, Michael Ong et al. · eScholarship (California Digital Library) · 2021 · 117 citations
Computing, Biomedical Informatics, Health Informatics +17
A multi-resolution model for histopathology image classification and localization with multiple instance learning
Jiayun Li, Wenyuan Li, Anthony Sisk et al. · Computers in Biology and Medicine · 2021 · 116 citations · Full text
Medicine, Pathology, Radiology +16
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