Karthik Sarma

According to our database, Karthik Sarma authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Codebook VQ-VAE Approach for Prostate Cancer Diagnosis using Multiparametric MRI.

Ekaterina Redekop, Mara Pleasure, Zichen Wang, Karthik V. Sarma, Adam Kinnaird, William Speier, Corey W. Arnold

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning.

Ekaterina Redekop, Karthik V. Sarma, Adam Kinnaird, Anthony Sisk, Steven S. Raman, Leonard S. Marks, William Speier, Corey W. Arnold

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

Enabling the Use of Clinically Generated Datasets to Improve Diagnostic Methods in Multiparametric MRI of the Prostate.

Karthik Sarma

PhD thesis, 2021

Federated learning improves site performance in multicenter deep learning without data sharing.

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

J. Am. Medical Informatics Assoc., 2021

2019

Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images.

Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, Corey W. Arnold

IEEE Trans. Medical Imaging, 2019

Estimating the Health-Related Quality of Life of Twitter Users Using Semantic Processing.

Karthik V. Sarma, Brennan M. R. Spiegel, W. Mark Reid, Shawn Chen, Raina M. Merchant, Emily Seltzer, Corey W. Arnold

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.

Jiayun Li, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold

Comput. Medical Imaging Graph., 2018

Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies.

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

Comput. Biol. Medicine, 2018

Estimating Health-related Quality of Life of Twitter Users: Methods for Semantic Processing of Social Media Posts.

Karthik V. Sarma, Brennan M. R. Spiegel, W. Mark Reid, Xiang S. Chen, Raina M. Merchant, Emily Seltzer, Corey W. Arnold

Proceedings of the AMIA 2018, 2018

2017

A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.

Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold

Proceedings of the AMIA 2017, 2017

2016

A temporal deep learning approach for MR perfusion parameter estimation in stroke.

King Chung Ho, Fabien Scalzo, Karthik V. Sarma, Suzie El-Saden, Corey W. Arnold

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Patient portal preferences: Perspectives on imaging information.

Mary McNamara, Corey W. Arnold, Karthik Sarma, Denise R. Aberle, Edward B. Garon, Alex A. T. Bui

J. Assoc. Inf. Sci. Technol., 2015

A domain-level DNA strand displacement reaction enumerator allowing arbitrary non-pseudoknotted secondary structures.

Casey Grun, Karthik Sarma, Brian Wolfe, Seung Woo Shin, Erik Winfree

CoRR, 2015

2014

Data Model for Personalized Patient Health Guidelines: An Exploratory Study.

Mary McNamara, Karthik Sarma, Denise R. Aberle, Alex A. T. Bui, Corey W. Arnold

Proceedings of the AMIA 2014, 2014