Satish E. Viswanath

21 papers Journal 8Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Empirical evaluation of variability and multi-institutional generalizability of deep learning survival models: application to renal cancer CT scans.
Comput. Biol. Medicine
Brennan Flannery, Thomas DeSilvio, Mohsen Hariri, Amir Reza Sadri, Nicholas Heller, Christopher J. Weight, Satish E. Viswanath
2025 J jnl
Developing a Reproducible Radiomics Model for Diagnosis of Active Crohn's Disease on CT Enterography Across Annotation Variations and Acquisition Differences.
J. Imaging Inform. Medicine
Prathyush Chirra, Pavithran Pattiam Giriprakash, Alain G. Rizk, Jacob Kurowski, Satish E. Viswanath, Namita S. Gandhi
2025 J jnl
Information-driven Fusion of Pathology Foundation Models for Enhanced Disease Characterization.
CoRR
Brennan Flannery, Thomas DeSilvio, Jane Nguyen, Satish E. Viswanath
2025 — conf
Mutual Information Regularization for Fairness-Aware Deep Imaging Representations.
MICCAI (14)
Amir Reza Sadri, Thomas DeSilvio, Satish E. Viswanath
2025 J jnl
Towards deep-learning based detection and quantification of intestinal metaplasia on digitized gastric biopsies: a multi-expert comparative study.
CoRR
Fabián Cano, Mauricio Caviedes, Andres Siabatto, Jesus Villarreal, Jose Miguel Quijano, Álvaro Bedoya-Urresta, Marino Coral Bedoya, Yomaira Yepez Caicedo, Angel Cruz-Roa, Fabio A. González, Satish E. Viswanath, Eduardo Romero
2023 J jnl
CohortFinder: an open-source tool for data-driven partitioning of biomedical image cohorts to yield robust machine learning models.
CoRR
Fan Fan, Georgia Martinez, Thomas DeSilvio, John Shin, Yijiang Chen, Bangchen Wang, Takaya Ozeki, Maxime W. Lafarge, Viktor H. Koelzer, Laura Barisoni, Anant Madabhushi, Satish E. Viswanath, Andrew Janowczyk
2023 — conf
Integrating multi-plane and multi-region radiomic features to predict pathologic response to neoadjuvant chemoradiation in rectal cancers via pre-treatment MRI.
Image-Guided Procedures
Thomas DeSilvio, Leo Bao, Dhruv Seth, Prathyush Chirra, Sneha Singh, Atreya Sridharan, Murad Labbad, Katherine Bingmer, Diana Jodeh, Eric L. Marderstein, Rajmohan Paspulati, David Liska, Kenneth Friedman, Smitha S. Krishnamurthi, Sharon L. Stein, Andrei S. Purysko, Satish E. Viswanath
2022 — conf
Deep hybrid convolutional wavelet networks: application to predicting response to chemoradiation in rectal cancers via MRI.
Computer-Aided Diagnosis
Amir Reza Sadri, Thomas DeSilvio, Prathyush Chirra, Andrei S. Purysko, Rajmohan Paspulati, Kenneth Friedman, Smitha S. Krishnamurthi, David Liska, Sharon L. Stein, Satish E. Viswanath
2022 — conf
Identifying radiomic features associated with disease activity, patient outcomes, and serum phenotypes in pediatric Crohn's disease via MRI.
Image-Guided Procedures
Prathyush Chirra, Avani Muchhala, Katelin Amann, Kaajal Krishnan, Jacob Kurowski, Satish E. Viswanath
2022 J jnl
RADIomic Spatial TexturAl Descriptor (RADISTAT): Quantifying Spatial Organization of Imaging Heterogeneity Associated With Tumor Response to Treatment.
IEEE J. Biomed. Health Informatics
Jacob T. Antunes, Marwa Ismail, Imran Hossain, Zhoumengdi Wang, Prateek Prasanna, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath
2022 — conf
Residual Wavelon Convolutional Networks for Characterization of Disease Response on MRI.
MICCAI (3)
Amir Reza Sadri, Thomas DeSilvio, Prathyush Chirra, Sneha Singh, Satish E. Viswanath
2021 — conf
SPARTA: An Integrated Stability, Discriminability, and Sparsity Based Radiomic Feature Selection Approach.
MICCAI (3)
Amir Reza Sadri, Sepideh Azarianpour Esfahani, Prathyush Chirra, Jacob Antunes, Pavithran Pattiam Giriprakash, Patrick Leo, Anant Madabhushi, Satish E. Viswanath
2020 J jnl
MRQy: An Open-Source Tool for Quality Control of MR Imaging Data.
CoRR
Amir Reza Sadri, Andrew Janowczyk, Ren Zou, Ruchika Verma, Jacob Antunes, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath
2020 — conf
Multi-site evaluation of stable radiomic features for more accurate evaluation of pathologic downstaging on MRI after chemoradiation for rectal cancers.
Computer-Aided Diagnosis
Amrish Selvam, Jacob Antunes, Kaustav Bera, Asya Ofshteyn, Justin T. Brady, Katherine Bingmer, Kenneth Friedman, Sharon L. Stein, Rajmohan Paspulati, Andrei S. Purysko, Matthew Kalady, Anant Madabhushi, Satish E. Viswanath
2020 J jnl
Sparse Wavelet Networks.
IEEE Signal Process. Lett.
Amir Reza Sadri, Mehmet Emre Celebi, Nazanin Rahnavard, Satish E. Viswanath
2020 — conf
Texture kinetic features from pre-treatment DCE MRI for predicting pathologic tumor stage regression after neoadjuvant chemoradiation in rectal cancers.
Image-Guided Procedures
Siddhartha Nanda, Jacob T. Antunes, Kaustav Bera, Justin T. Brady, Kenneth Friedman, Joseph E. Willis, Raj M. Paspulati, Satish E. Viswanath
2019 — conf
Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI.
EMBC
Charlems Álvarez Jimenez, Cristian Barrera, Nicolás Múnera, Satish E. Viswanath, Eduardo Romero
2019 — conf
Integrating radiomic features from T2-weighted and contrast-enhanced MRI to evaluate pathologic rectal tumor regression after chemoradiation.
Image-Guided Procedures
Siddhartha Nanda, Jacob T. Antunes, Amrish Selvam, Kaustav Bera, Justin T. Brady, Jayakrishna Gollamudi, Kenneth Friedman, Joseph E. Willis, Conor P. Delaney, Raj M. Paspulati, Anant Madabhushi, Satish E. Viswanath
2019 — conf
Radiomic characterization of perirectal fat on MRI enables accurate assessment of tumor regression and lymph node metastasis in rectal cancers after chemoradiation.
Image-Guided Procedures
Michael C. Yim, ZhouPing Wei, Jacob Antunes, Neil K. R. Sehgal, Kaustav Bera, Justin T. Brady, Kenneth Friedman, Joseph E. Willis, Andrei S. Purysko, Raj M. Paspulati, Anant Madabhushi, Satish E. Viswanath
2019 — conf
Region-specific fully convolutional networks for segmentation of the rectal wall on post-chemoradiation T2w MRI.
Image-Guided Procedures
Thomas DeSilvio, Jacob Antunes, Prathyush Chirra, Kaustav Bera, Jay Gollamudi, Raj M. Paspulati, Conor P. Delaney, Satish E. Viswanath
2019 — conf
STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI.
MICCAI (4)
Jacob Antunes, ZhouPing Wei, Charlems Álvarez Jimenez, Eduardo Romero, Marwa Ismail, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath