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Thomas Sanford

UCSF Helen Diller Family Comprehensive Cancer Center · US
Area of research
Pulmonary and Respiratory Medicine · Surgery
Research interest
Research interests include Computer science, Artificial intelligence, Segmentation, Medicine, Generalizability theory, and Magnetic resonance imaging.
h-index
citations
482
works
7
NIH funding
primary concept
email

Recent publications

Federated learning improves site performance in multicenter deep learning without data sharing
Journal of the American Medical Informatics Association 2020cited by 224position: middledoi
Multi-Domain Image Completion for Random Missing Input Data
IEEE Transactions on Medical Imaging 2020cited by 92position: middledoi
Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images
Diagnostic and Interventional Radiology 2020cited by 64position: middledoi
Data Augmentation and Transfer Learning to Improve Generalizability of an Automated Prostate Segmentation Model
American Journal of Roentgenology 2020cited by 59position: firstdoi
Multi-Domain Image Completion for Random Missing Input Data
arXiv (Cornell University) 2020cited by 5position: middledoi
A multiparametric magnetic resonance imaging-based virtual reality surgical navigation tool for robotic-assisted radical prostatectomy
Urology Research and Practice 2019cited by 27position: middledoi
Use of multiparametric <scp>magnetic resonance imaging</scp> and fusion‐guided biopsies to properly select and follow African‐American men on active surveillance
British Journal of Urology 2019cited by 11position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Bradford J. Wood · University of South Alabama7 papers (2019–2020)Barış Türkbey · Cancer Institute (WIA)6 papers (2019–2020)Stephanie A. Harmon · National Institutes of Health6 papers (2019–2020)Peter L. Choyke · University Research Co (United States)6 papers (2019–2020)Daguang Xu · Nvidia (United States)5 papers (2020–2020)Sherif Mehralivand · National Cancer Institute5 papers (2019–2020)Peter A. Pinto · Cedars-Sinai Medical Center3 papers (2019–2020)Ziyue Xu · University of Iowa3 papers (2020–2020)Xiaosong Wang · Nanchang University3 papers (2020–2020)Maria J. Merino · National Institutes of Health2 papers (2019–2019)Holger R. Roth · Nvidia (United States)2 papers (2020–2020)Graham Hale · Johannes Gutenberg University Mainz2 papers (2019–2019)Liyue Shen · Palo Alto University2 papers (2020–2020)Samuel Gold · Johannes Gutenberg University Mainz2 papers (2019–2019)Lei Xing · Palo Alto University2 papers (2020–2020)Wentao Zhu · Guangdong University of Technology2 papers (2020–2020)Sheng Xu · The People's Hospital of Guangxi Zhuang Autonomous Region2 papers (2020–2020)John M. Pauly · Stanford University2 papers (2020–2020)Jonathan Bloom · University of Rochester2 papers (2019–2019)Kareem Rayn · Johannes Gutenberg University Mainz1 papers (2019–2019)