Thomas DeSilvio

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Learning Models

Initial Segmentation

Probabilistic Atlas

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image-Guided Procedures

Publications

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 (2023)
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)
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)
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)
Thomas DeSilvio, Stefania Moroianu, Indrani Bhattacharya, Arun Seetharaman, Geoffrey A. Sonn, Mirabela Rusu
Intensity normalization of prostate MRIs using conditional generative adversarial networks for cancer detection. Medical Imaging: Computer-Aided Diagnosis (2021)
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)