An Adversarial Network Architecture Using 2D U-Net Models for Segmentation of Left Ventricle from Cine Cardiac MRI. - Roshan Reddy Upendra; Shusil Dangi; Cristian A. Linte (FIMH, 2019)

A Convolutional Neural Network-based Deformable Image Registration Method for Cardiac Motion Estimation from Cine Cardiac MR Images. - Roshan Reddy Upendra; Brian Jamison Wentz; Suzanne M. Shontz; Cristian A. Linte (CinC, 2020)

Automated segmentation of cardiac chambers from cine cardiac MRI using an adversarial network architecture. - Roshan Reddy Upendra; Shusil Dangi; Cristian A. Linte (Image-Guided Procedures, 2020)

A Supervised Image Registration Approach for Late Gadolinium Enhanced MRI and Cine Cardiac MRI Using Convolutional Neural Networks. - Roshan Reddy Upendra; Richard A. Simon; Cristian A. Linte (MIUA, 2020)

A Deep Learning Framework for Image Super-Resolution for Late Gadolinium Enhanced Cardiac MRI. - Roshan Reddy Upendra; Richard A. Simon; Cristian A. Linte (CinC, 2021)

Motion Extraction of the Right Ventricle from 4D Cardiac Cine MRI Using A Deep Learning-Based Deformable Registration Framework. - Roshan Reddy Upendra; S. M. Kamrul Hasan; Richard A. Simon; Brian Jamison Wentz; Suzanne M. Shontz; Michael S. Sacks; Cristian A. Linte (EMBC, 2021)

CNN-Based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI. - Roshan Reddy Upendra; Brian Jamison Wentz; Richard A. Simon; Suzanne M. Shontz; Cristian A. Linte (FIMH, 2021)

Joint deep learning framework for image registration and segmentation of late gadolinium enhanced MRI and cine cardiac MRI. - Roshan Reddy Upendra; Richard A. Simon; Cristian A. Linte (Image-Guided Procedures, 2021)

A 3D Convolutional Neural Network with Gradient Guidance for Image Super-Resolution of Late Gadolinium Enhanced Cardiac MRI. - Roshan Reddy Upendra; Cristian A. Linte (EMBC, 2022)

Multimodal Super Resolution with Dual Domain Loss and Gradient Guidance. - Anitha Priya Krishnan; Roshan Reddy Upendra; Aniket Pramanik; Zhuang Song; Richard A. D. Carano (SASHIMI@MICCAI, 2022)

Deformable Image Registration Using Vision Transformers for Cardiac Motion Estimation from Cine Cardiac MRI Images. - Roshan Reddy Upendra; Richard A. Simon; Suzanne M. Shontz; Cristian A. Linte (FIMH, 2023)