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ORCIDSatish Viswanath
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2020 – today
- 2023
[c32]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:
Integrating multi-plane and multi-region radiomic features to predict pathologic response to neoadjuvant chemoradiation in rectal cancers via pre-treatment MRI. Medical Imaging: Image-Guided Procedures 2023- [i3]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:
CohortFinder: an open-source tool for data-driven partitioning of biomedical image cohorts to yield robust machine learning models. CoRR abs/2307.08673 (2023) - 2022
- [j6]Jacob T. Antunes, Marwa Ismail, Imran Hossain, Zhoumengdi Wang, Prateek Prasanna, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath:
RADIomic Spatial TexturAl Descriptor (RADISTAT): Quantifying Spatial Organization of Imaging Heterogeneity Associated With Tumor Response to Treatment. IEEE J. Biomed. Health Informatics 26(6): 2627-2636 (2022) - [c31]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:
Deep hybrid convolutional wavelet networks: application to predicting response to chemoradiation in rectal cancers via MRI. Medical Imaging: Computer-Aided Diagnosis 2022 - [c30]Amir Reza Sadri, Thomas DeSilvio, Prathyush Chirra, Sneha Singh, Satish E. Viswanath:
Residual Wavelon Convolutional Networks for Characterization of Disease Response on MRI. MICCAI (3) 2022: 366-375 - [c29]Prathyush Chirra, Avani Muchhala, Katelin Amann, Kaajal Krishnan, Jacob Kurowski, Satish E. Viswanath:
Identifying radiomic features associated with disease activity, patient outcomes, and serum phenotypes in pediatric Crohn's disease via MRI. Medical Imaging: Image-Guided Procedures 2022 - 2021
- [c28]Amir Reza Sadri, Sepideh Azarianpour Esfahani, Prathyush Chirra, Jacob Antunes, Pavithran Pattiam Giriprakash, Patrick Leo, Anant Madabhushi, Satish E. Viswanath:
SPARTA: An Integrated Stability, Discriminability, and Sparsity Based Radiomic Feature Selection Approach. MICCAI (3) 2021: 445-455 - [i2]Rajarajeswari Muthusivarajan, Adrian Celaya, Joshua P. Yung, Satish Viswanath, Daniel S. Marcus, Caroline Chung, David Fuentes:
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy. CoRR abs/2111.01093 (2021) - 2020
- [j5]Amir Reza Sadri, Mehmet Emre Celebi, Nazanin Rahnavard, Satish E. Viswanath:
Sparse Wavelet Networks. IEEE Signal Process. Lett. 27: 111-115 (2020) - [c27]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:
Multi-site evaluation of stable radiomic features for more accurate evaluation of pathologic downstaging on MRI after chemoradiation for rectal cancers. Medical Imaging: Computer-Aided Diagnosis 2020 - [c26]Siddhartha Nanda, Jacob T. Antunes, Kaustav Bera, Justin T. Brady, Kenneth Friedman, Joseph E. Willis, Raj M. Paspulati, Satish E. Viswanath:
Texture kinetic features from pre-treatment DCE MRI for predicting pathologic tumor stage regression after neoadjuvant chemoradiation in rectal cancers. Medical Imaging: Image-Guided Procedures 2020: 1131530 - [i1]Amir Reza Sadri, Andrew Janowczyk, Ren Zou, Ruchika Verma, Jacob Antunes, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath:
MRQy: An Open-Source Tool for Quality Control of MR Imaging Data. CoRR abs/2004.04871 (2020)
2010 – 2019
- 2019
- [j4]Satish Viswanath, Prathyush Chirra, Michael Yim, Neil M. Rofsky, Andrei S. Purysko, Mark A. Rosen, B. Nicolas Bloch, Anant Madabhushi:
Comparing radiomic classifiers and classifier ensembles for detection of peripheral zone prostate tumors on T2-weighted MRI: a multi-site study. BMC Medical Imaging 19(1): 22:1-22:12 (2019) - [c25]Charlems Álvarez Jimenez, Cristian Barrera, Nicolás Múnera, Satish E. Viswanath, Eduardo Romero:
Differentiating Cancerous and Non-cancerous Prostate Tissue Using Multi-scale Texture Analysis on MRI. EMBC 2019: 2695-2698 - [c24]Jacob Antunes, Zhouping Wei, Charlems Álvarez Jimenez, Eduardo Romero, Marwa Ismail, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath:
STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI. MICCAI (4) 2019: 611-619 - [c23]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:
Integrating radiomic features from T2-weighted and contrast-enhanced MRI to evaluate pathologic rectal tumor regression after chemoradiation. Medical Imaging: Image-Guided Procedures 2019: 109512R - [c22]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:
Radiomic characterization of perirectal fat on MRI enables accurate assessment of tumor regression and lymph node metastasis in rectal cancers after chemoradiation. Medical Imaging: Image-Guided Procedures 2019: 109512A - [c21]Thomas DeSilvio, Jacob Antunes, Prathyush Chirra, Kaustav Bera, Jay Gollamudi, Raj M. Paspulati, Conor P. Delaney, Satish E. Viswanath:
Region-specific fully convolutional networks for segmentation of the rectal wall on post-chemoradiation T2w MRI. Medical Imaging: Image-Guided Procedures 2019: 1095134 - 2018
- [c20]Prathyush Chirra, Patrick Leo, Michael Yim, B. Nicolas Bloch, Ardeshir R. Rastinehad, Andrei S. Purysko, Mark Rosen, Anant Madabhushi, Satish Viswanath:
Empirical evaluation of cross-site reproducibility in radiomic features for characterizing prostate MRI. Medical Imaging: Computer-Aided Diagnosis 2018: 105750B - [c19]Iulia Barbur, Jacob Kurowski, Kaustav Bera, Rajat Thawani, Jean-Paul Achkar, Claudio Fiocchi, Marsha Kay, Rishi Gupta, Satish Viswanath:
Automated segmentation and radiomic characterization of visceral fat on bowel MRIs for Crohn's disease. Medical Imaging: Image-Guided Procedures 2018: 1057615 - 2017
- [j3]Satish Viswanath, Pallavi Tiwari, George Lee, Anant Madabhushi:
Dimensionality reduction-based fusion approaches for imaging and non-imaging biomedical data: concepts, workflow, and use-cases. BMC Medical Imaging 17(1): 2:1-2:17 (2017) - [c18]Jacob Antunes, Prateek Prasanna, Anant Madabhushi, Pallavi Tiwari, Satish Viswanath:
RADIomic Spatial TexturAl descripTor (RADISTAT): Characterizing Intra-tumoral Heterogeneity for Response and Outcome Prediction. MICCAI (2) 2017: 468-476 - 2016
- [c17]Lin Li, Mirabela Rusu, Satish Viswanath, Gregory Penzias, Shivani Pahwa, Jay Gollamudi, Anant Madabhushi:
Multi-modality registration via multi-scale textural and spectral embedding representations. Medical Imaging: Image Processing 2016: 978446 - 2014
- [j2]Satish Viswanath, Robert Toth, Mirabela Rusu, Dan Sperling, Herbert Lepor, Jurgen J. Fütterer, Anant Madabhushi:
Identifying quantitative in vivo multi-parametric MRI features for treatment related changes after laser interstitial thermal therapy of prostate cancer. Neurocomputing 144: 13-23 (2014) - [c16]Geert Litjens, Henkjan J. Huisman, R. Elliott, Natalie Shih, Michael D. Feldman, Satish Viswanath, Jurgen J. Fütterer, J. Bomers, Anant Madabhushi:
Distinguishing benign confounding treatment changes from residual prostate cancer on MRI following laser ablation. Medical Imaging: Image-Guided Procedures 2014: 90361D - 2013
- [c15]Haibo Wang, Satish Viswanath, Anant Madabhushi:
Discriminatively weighted multi-scale Local Binary Patterns: Applications in prostate cancer diagnosis on T2W MRI. ISBI 2013: 398-401 - [c14]Satish Viswanath, Robert Toth, Mirabela Rusu, Dan Sperling, Herbert Lepor, Jurgen J. Fütterer, Anant Madabhushi:
Quantitative evaluation of treatment related changes on multi-parametric MRI after laser interstitial thermal therapy of prostate cancer. Medical Imaging: Image-Guided Procedures 2013: 86711F - 2012
- [j1]Satish Viswanath, Anant Madabhushi:
Consensus embedding: theory, algorithms and application to segmentation and classification of biomedical data. BMC Bioinform. 13: 26 (2012) - 2011
- [c13]Daniel Palumbo, Brian Yee, Patrick O'Dea, Shane Leedy, Satish Viswanath, Anant Madabhushi:
Interplay between bias field correction, intensity standardization, and noise filtering for T2-weighted MRI. EMBC 2011: 5080-5083 - [c12]Pallavi Tiwari, Satish Viswanath, George Lee, Anant Madabhushi:
Multi-modal data fusion schemes for integrated classification of imaging and non-imaging biomedical data. ISBI 2011: 165-168 - [c11]Satish Viswanath, Pallavi Tiwari, Jonathan Chappelow, Robert Toth, John Kurhanewicz, Anant Madabhushi:
CADOnc ©: An integrated toolkit for evaluating radiation therapy related changes in the prostate using multiparametric MRI. ISBI 2011: 2095-2098 - [c10]Satish Viswanath, B. Nicolas Bloch, Jonathan Chappelow, Pratik Patel, Neil Rofsky, Robert E. Lenkinski, Elizabeth Genega, Anant Madabhushi:
Enhanced multi-protocol analysis via intelligent supervised embedding (EMPrAvISE): detecting prostate cancer on multi-parametric MRI. Medical Imaging: Computer-Aided Diagnosis 2011: 79630U - [c9]Satish Viswanath, Daniel Palumbo, Jonathan Chappelow, Pratik Patel, B. Nicolas Bloch, Neil Rofsky, Robert E. Lenkinski, Elizabeth Genega, Anant Madabhushi:
Empirical evaluation of bias field correction algorithms for computer-aided detection of prostate cancer on T2w MRI. Medical Imaging: Computer-Aided Diagnosis 2011: 79630V - [c8]Pallavi Tiwari, Satish Viswanath, John Kurhanewicz, Anant Madabhushi:
Weighted Combination of Multi-Parametric MR Imaging Markers for Evaluating Radiation Therapy Related Changes in the Prostate. Prostate Cancer Imaging 2011: 80-91 - 2010
- [c7]Jonathan Chappelow, Stefan Both, Satish Viswanath, Stephen Hahn, Michael D. Feldman, Mark Rosen, John Tomaszewski, Neha Vapiwala, Pratik Patel, Anant Madabhushi:
Computer-assisted targeted therapy (CATT) for prostate radiotherapy planning by fusion of CT and MRI. Medical Imaging: Image-Guided Procedures 2010: 76252C
2000 – 2009
- 2009
- [c6]Satish Viswanath, B. Nicolas Bloch, Mark Rosen, Jonathan Chappelow, Robert Toth, Neil Rofsky, Robert E. Lenkinski, Elizabeth Genega, Arjun Kalyanpur, Anant Madabhushi:
Integrating structural and functional imaging for computer assisted detection of prostate cancer on multi-protocol in vivo 3 Tesla MRI. Medical Imaging: Computer-Aided Diagnosis 2009: 72603I - [c5]Jonathan Chappelow, B. Nicolas Bloch, Neil Rofsky, Elizabeth Genega, Robert E. Lenkinski, William DeWolf, Satish Viswanath, Anant Madabhushi:
COLLINARUS: collection of image-derived non-linear attributes for registration using splines. Medical Imaging: Image Processing 2009: 72592N - 2008
- [c4]Jonathan Chappelow, Satish Viswanath, James Monaco, Mark Rosen, John Tomaszewski, Michael D. Feldman, Anant Madabhushi:
Improving supervised classification accuracy using non-rigid multimodal image registration: detecting prostate cancer. Medical Imaging: Computer-Aided Diagnosis 2008: 69150V - [c3]Satish Viswanath, Mark Rosen, Anant Madabhushi:
A consensus embedding approach for segmentation of high resolution in vivo prostate magnetic resonance imagery. Medical Imaging: Computer-Aided Diagnosis 2008: 69150U - [c2]Satish Viswanath, Pallavi Tiwari, Mark Rosen, Anant Madabhushi:
A meta-classifier for detecting prostate cancer by quantitative integration of in vivo magnetic resonance spectroscopy and magnetic resonance imaging. Medical Imaging: Computer-Aided Diagnosis 2008: 69153D - [c1]Satish Viswanath, B. Nicolas Bloch, Elizabeth Genega, Neil Rofsky, Robert E. Lenkinski, Jonathan Chappelow, Robert Toth, Anant Madabhushi:
A Comprehensive Segmentation, Registration, and Cancer Detection Scheme on 3 Tesla In VivoProstate DCE-MRI. MICCAI (1) 2008: 662-669
Coauthor Index
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