RADIomic Spatial TexturAl descripTor (RADISTAT): Characterizing Intra-tumoral Heterogeneity for Response and Outcome Prediction. - Jacob Antunes; Prateek Prasanna; Anant Madabhushi; Pallavi Tiwari; Satish Viswanath (MICCAI (2), 2017)

STructural Rectal Atlas Deformation (StRAD) Features for Characterizing Intra- and Peri-wall Chemoradiation Response on MRI. - Jacob Antunes; Zhouping Wei; Charlems Álvarez Jimenez; Eduardo Romero 001; Marwa Ismail; Anant Madabhushi; Pallavi Tiwari; Satish E. Viswanath (MICCAI (4), 2019)

Region-specific fully convolutional networks for segmentation of the rectal wall on post-chemoradiation T2w MRI. - Thomas DeSilvio; Jacob Antunes; Prathyush Chirra; Kaustav Bera; Jay Gollamudi; Raj M. Paspulati; Conor P. Delaney; Satish E. Viswanath (Image-Guided Procedures, 2019)

Integrating radiomic features from T2-weighted and contrast-enhanced MRI to evaluate pathologic rectal tumor regression after chemoradiation. - 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 (Image-Guided Procedures, 2019)

Radiomic characterization of perirectal fat on MRI enables accurate assessment of tumor regression and lymph node metastasis in rectal cancers after chemoradiation. - 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 (Image-Guided Procedures, 2019)

Combining deep and hand-crafted MRI features for identifying sex-specific differences in autism spectrum disorder versus controls. - Yashas Hiremath; Marwa Ismail; Ruchika Verma; Jacob Antunes; Pallavi Tiwari (Computer-Aided Diagnosis, 2020)

Multi-site evaluation of stable radiomic features for more accurate evaluation of pathologic downstaging on MRI after chemoradiation for rectal cancers. - 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; et al. (Computer-Aided Diagnosis, 2020)

Spatial-And-Context Aware (SpACe) "Virtual Biopsy" Radiogenomic Maps to Target Tumor Mutational Status on Structural MRI. - Marwa Ismail; Ramon Correa; Kaustav Bera; Ruchika Verma; Anas Saeed Bamashmos; Niha G. Beig; Jacob Antunes; Prateek Prasanna; Volodymyr Statsevych; Manmeet Ahluwalia; Pallavi Tiwari (MICCAI (2), 2020)

Texture kinetic features from pre-treatment DCE MRI for predicting pathologic tumor stage regression after neoadjuvant chemoradiation in rectal cancers. - Siddhartha Nanda; Jacob T. Antunes; Kaustav Bera; Justin T. Brady; Kenneth Friedman; Joseph E. Willis; Raj M. Paspulati; Satish E. Viswanath (Image-Guided Procedures, 2020)

MRQy: An Open-Source Tool for Quality Control of MR Imaging Data. - Amir Reza Sadri; Andrew Janowczyk; Ren Zou; Ruchika Verma; Jacob Antunes; Anant Madabhushi; Pallavi Tiwari; Satish E. Viswanath (CoRR, 2020)

SPARTA: An Integrated Stability, Discriminability, and Sparsity Based Radiomic Feature Selection Approach. - Amir Reza Sadri; Sepideh Azarianpour Esfahani; Prathyush Chirra; Jacob Antunes; Pavithran Pattiam Giriprakash; Patrick Leo; Anant Madabhushi; Satish E. Viswanath (MICCAI (3), 2021)

RADIomic Spatial TexturAl Descriptor (RADISTAT): Quantifying Spatial Organization of Imaging Heterogeneity Associated With Tumor Response to Treatment. - Jacob T. Antunes; Marwa Ismail; Imran Hossain; Zhoumengdi Wang; Prateek Prasanna; Anant Madabhushi; Pallavi Tiwari; Satish E. Viswanath (IEEE J. Biomed. Health Informatics, 2022)