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Author Details

Karthik V Sarma
University of California los angeles
2013
15
8
PMIDPaper TitleJournal TitlePublished Year
36914501Federated Learning with Research Prototypes: Application to Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology.Acad Radiol2023
36914501Federated Learning with Research Prototypes: Application to Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology.Acad Radiol2023
34170972Harnessing clinical annotations to improve deep learning performance in prostate segmentation.PLoS One2021
33908801Optimizing Spatial Biopsy Sampling for the Detection of Prostate Cancer.J Urol2021
33537772Federated learning improves site performance in multicenter deep learning without data sharing.J Am Med Inform Assoc2021
34170972Harnessing clinical annotations to improve deep learning performance in prostate segmentation.PLoS One2021
33908801Optimizing Spatial Biopsy Sampling for the Detection of Prostate Cancer.J Urol2021
33537772Federated learning improves site performance in multicenter deep learning without data sharing.J Am Med Inform Assoc2021
33392358Semi-automated PIRADS scoring via mpMRI analysis.J Med Imaging (Bellingham)2020
33392358Semi-automated PIRADS scoring via mpMRI analysis.J Med Imaging (Bellingham)2020
30334752Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images.IEEE Trans Med Imaging2019
30334752Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images.IEEE Trans Med Imaging2019
31131293Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images.J Med Imaging (Bellingham)2019
31438088Estimating the Health-Related Quality of Life of Twitter Users Using Semantic Processing.Stud Health Technol Inform2019
31438088Estimating the Health-Related Quality of Life of Twitter Users Using Semantic Processing.Stud Health Technol Inform2019
31131293Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images.J Med Imaging (Bellingham)2019
29149658Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies.Comput Biol Med2018
30243216An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.Comput Med Imaging Graph2018
29854182A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.AMIA Annu Symp Proc2018
29149658Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies.Comput Biol Med2018
30243216An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.Comput Med Imaging Graph2018
29854182A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.AMIA Annu Symp Proc2018
25601302Imaging-histologic discordance at percutaneous biopsy of the lung.Acad Radiol2015
25601302Imaging-histologic discordance at percutaneous biopsy of the lung.Acad Radiol2015
26191535Patient Portal Preferences: Perspectives on Imaging Information.J Assoc Inf Sci Technol2015
26191535Patient Portal Preferences: Perspectives on Imaging Information.J Assoc Inf Sci Technol2015
25954456Data model for personalized patient health guidelines: an exploratory study.AMIA Annu Symp Proc2014
25954456Data model for personalized patient health guidelines: an exploratory study.AMIA Annu Symp Proc2014
23597344Clinical uncertainties, health service challenges, and ethical complexities of HIV "test-and-treat": a systematic review.Am J Public Health2013
23597344Clinical uncertainties, health service challenges, and ethical complexities of HIV "test-and-treat": a systematic review.Am J Public Health2013
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Collaborators

David Geffen School of Medicine at University of California los angeles
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University of California los angeles
Co-authored papers 6
University of California, Los Angeles David Geffen School of Medicine
Co-authored papers 5
David Geffen School of Medicine at university of california los angeles
Co-authored papers 4
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Co-authored papers 4
University of Utah
Co-authored papers 3
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Co-authored papers 3
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University of Alberta
Co-authored papers 2
National Cancer Institute, National Institutes of Health
Co-authored papers 2
National Cancer Institute, National Institutes of Health
Co-authored papers 2
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 2
University of Texas at Austin.
Co-authored papers 2
University of California, Los Angeles David Geffen School of Medicine
Co-authored papers 1
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Co-authored papers 1
National Cancer Institute, National Institutes of Health
Co-authored papers 1
University of California los angeles
Co-authored papers 1
University of California, Los Angeles David Geffen School of Medicine
Co-authored papers 1
University of California at Los Angeles (university of california los angeles)
Co-authored papers 1
Cedars-Sinai Center for Outcomes Research and Education (CS-CORE)
Co-authored papers 1
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 1
University of California los angeles
Co-authored papers 1
NVIDIA Corporation
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University of California los angeles
Co-authored papers 1
VA Phoenix Healthcare System
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NVIDIA Corporation
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Oregon Health & Science University
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Loma Linda University
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University of California los angeles
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University Hospitals Cleveland Medical Center/Case Western Reserve University
Co-authored papers 1