Sushravya Raghunath

According to our database, Sushravya Raghunath authored at least 12 papers between 2011 and 2020.

Collaborative distances:

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

2020

Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks.

Joshua V. Stough, Sushravya Raghunath, Xiaoyan Zhang, John M. Pfeifer, Brandon K. Fornwalt, Christopher M. Haggerty

Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019

Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data.

Sushravya Raghunath, Alvaro E. Ulloa Cerna, Linyuan Jing, David P. vanMaanen, Joshua Stough, Dustin N. Hartzel, Joseph B. Leader, H. Lester Kirchner, Christopher W. Good, Aalpen A. Patel, Brian P. Delisle, Amro Alsaid, Dominik Beer, Christopher M. Haggerty, Brandon K. Fornwalt

CoRR, 2019

2018

A deep neural network predicts survival after heart imaging better than cardiologists.

Alvaro Ulloa, Linyuan Jing, Christopher W. Good, David P. vanMaanen, Sushravya Raghunath, Jonathan D. Suever, Christopher D. Nevius, Gregory J. Wehner, Dustin N. Hartzel, Joseph B. Leader, Amro Alsaid, Aalpen A. Patel, H. Lester Kirchner, Christopher M. Haggerty, Brandon K. Fornwalt

CoRR, 2018

2014

Active Relearning for Robust Supervised Training of Emphysema Patterns.

Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb

J. Digit. Imaging, 2014

2013

Quantitative consensus of supervised learners for diffuse lung parenchymal HRCT patterns.

Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Landscaping the effect of CT reconstruction parameters: Robust Interstitial Pulmonary Fibrosis quantitation.

Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Michael R. Bruesewitz, Cynthia H. McCollough, Brian J. Bartholmai, Richard A. Robb

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Detail-on-Demand Visualization for Lean Understanding of Lung Abnormalities.

Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Alan Larson, Brian J. Bartholmai, Richard A. Robb

Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

Automating the expert consensus paradigm for robust lung tissue classification.

Srinivasan Rajagopalan, Ronald A. Karwoski, Sushravya Raghunath, Brian J. Bartholmai, Richard A. Robb

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Active relearning for robust supervised classification of pulmonary emphysema.

Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Effect of denoising on supervised lung parenchymal clusters.

Padmapriya Jayamani, Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Quantitative image analytics for stratified pulmonary medicine.

Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Referenceless Stratification of Parenchymal Lung Abnormalities.

Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011