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Books and Theses
- 2021
[b1]Karthik Sarma:
Enabling the Use of Clinically Generated Datasets to Improve Diagnostic Methods in Multiparametric MRI of the Prostate. University of California, Los Angeles, USA, 2021
Journal Articles
- 2021
- [j5]Karthik V. Sarma
, Stephanie A. Harmon, Thomas Sanford, Holger R. Roth, Ziyue Xu, Jesse Tetreault, Daguang Xu, Mona G. Flores, Alex G. Raman, Rushikesh Kulkarni, Bradford J. Wood, Peter L. Choyke, Alan Priester, Leonard S. Marks, Steven S. Raman, Dieter Enzmann, Baris Turkbey, William Speier, Corey W. Arnold:
Federated learning improves site performance in multicenter deep learning without data sharing. J. Am. Medical Informatics Assoc. 28(6): 1259-1264 (2021) - 2019
- [j4]Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, Corey W. Arnold:
Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. IEEE Trans. Medical Imaging 38(4): 945-954 (2019) - 2018
- [j3]Jean I. Garcia-Gathright, Nicholas J. Matiasz, Carlos Adame, Karthik V. Sarma, Lauren Sauer, Nova F. Smedley, Marshall L. Spiegel, Jennifer Strunck, Edward B. Garon, Ricky K. Taira, Denise R. Aberle, Alex A. T. Bui:
Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies. Comput. Biol. Medicine 92: 55-63 (2018) - [j2]Jiayun Li, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold:
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput. Medical Imaging Graph. 69: 125-133 (2018) - 2015
- [j1]Mary McNamara, Corey W. Arnold, Karthik Sarma, Denise R. Aberle, Edward B. Garon, Alex A. T. Bui:
Patient portal preferences: Perspectives on imaging information. J. Assoc. Inf. Sci. Technol. 66(8): 1606-1615 (2015)
Conference and Workshop Papers
- 2024
- [c7]Ekaterina Redekop, Mara Pleasure, Zichen Wang, Karthik V. Sarma, Adam Kinnaird, William Speier, Corey W. Arnold:
Codebook VQ-VAE Approach for Prostate Cancer Diagnosis using Multiparametric MRI. CVPR Workshops 2024: 2365-2372 - 2022
- [c6]Ekaterina Redekop, Karthik V. Sarma, Adam Kinnaird, Anthony Sisk, Steven S. Raman, Leonard S. Marks, William Speier, Corey W. Arnold:
Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning. MIDL 2022: 975-987 - 2019
- [c5]Karthik V. Sarma, Brennan M. R. Spiegel, W. Mark Reid, Shawn Chen, Raina M. Merchant, Emily Seltzer, Corey W. Arnold:
Estimating the Health-Related Quality of Life of Twitter Users Using Semantic Processing. MedInfo 2019: 1065-1069 - 2018
- [c4]Karthik V. Sarma, Brennan M. R. Spiegel, W. Mark Reid, Xiang S. Chen, Raina M. Merchant, Emily Seltzer, Corey W. Arnold:
Estimating Health-related Quality of Life of Twitter Users: Methods for Semantic Processing of Social Media Posts. AMIA 2018 - 2017
- [c3]Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold:
A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. AMIA 2017 - 2016
- [c2]King Chung Ho, Fabien Scalzo, Karthik V. Sarma, Suzie El-Saden, Corey W. Arnold:
A temporal deep learning approach for MR perfusion parameter estimation in stroke. ICPR 2016: 1315-1320 - 2014
- [c1]Mary McNamara, Karthik Sarma, Denise R. Aberle, Alex A. T. Bui, Corey W. Arnold:
Data Model for Personalized Patient Health Guidelines: An Exploratory Study. AMIA 2014
Informal and Other Publications
- 2015
- [i1]Casey Grun, Karthik Sarma, Brian Wolfe, Seung Woo Shin, Erik Winfree:
A domain-level DNA strand displacement reaction enumerator allowing arbitrary non-pseudoknotted secondary structures. CoRR abs/1505.03738 (2015)
Coauthor Index
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