Karthik V. Sarma

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 9

Top Topics

Histological Images

Top Venues

IEEE Trans. Medical Imaging

Comput. Biol. Medicine

Publications

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)
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) (2021)
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) (2019)
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)
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 (2018)
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 (2018)
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)
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)
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)