Sushravya Raghunath

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 3

Top Topics

Cardiac Imaging

Supervised Training

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Joshua V. Stough, Sushravya Raghunath, Xiaoyan Zhang, John M. Pfeifer, Brandon K. Fornwalt, Christopher M. Haggerty
Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks. Medical Imaging: Image Processing (2020)
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
Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. CoRR (2019)
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
A deep neural network predicts survival after heart imaging better than cardiologists. CoRR (2018)
Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb
Active Relearning for Robust Supervised Training of Emphysema Patterns. J. Digit. Imaging 27 (4) (2014)
Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Michael R. Bruesewitz, Cynthia H. McCollough, Brian J. Bartholmai, Richard A. Robb
Landscaping the effect of CT reconstruction parameters: Robust Interstitial Pulmonary Fibrosis quantitation. ISBI (2013)
Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb
Quantitative consensus of supervised learners for diffuse lung parenchymal HRCT patterns. Medical Imaging: Computer-Aided Diagnosis (2013)
Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb
Active relearning for robust supervised classification of pulmonary emphysema. Medical Imaging: Computer-Aided Diagnosis (2012)
Padmapriya Jayamani, Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb
Effect of denoising on supervised lung parenchymal clusters. Medical Imaging: Computer-Aided Diagnosis (2012)
Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb
Quantitative image analytics for stratified pulmonary medicine. ISBI (2012)
Srinivasan Rajagopalan, Ronald A. Karwoski, Sushravya Raghunath, Brian J. Bartholmai, Richard A. Robb
Automating the expert consensus paradigm for robust lung tissue classification. Medical Imaging: Computer-Aided Diagnosis (2012)
Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Alan Larson, Brian J. Bartholmai, Richard A. Robb
Detail-on-Demand Visualization for Lean Understanding of Lung Abnormalities. MMVR (2012)
Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb
Referenceless Stratification of Parenchymal Lung Abnormalities. MICCAI (3) (2011)