Roshan Reddy Upendra

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Image Registration

Convolutional Neural Network

Top Venues

Medical Imaging: Image-Guided Procedures

Publications

Roshan Reddy Upendra, Richard Simon, Suzanne M. Shontz, Cristian A. Linte
Deformable Image Registration Using Vision Transformers for Cardiac Motion Estimation from Cine Cardiac MRI Images. FIMH (2023)
Roshan Reddy Upendra, Cristian A. Linte
A 3D Convolutional Neural Network with Gradient Guidance for Image Super-Resolution of Late Gadolinium Enhanced Cardiac MRI. EMBC (2022)
Anitha Priya Krishnan, Roshan Reddy Upendra, Aniket Pramanik, Zhuang Song, Richard A. D. Carano
Multimodal Super Resolution with Dual Domain Loss and Gradient Guidance. SASHIMI@MICCAI (2022)
Roshan Reddy Upendra, Richard Simon, Cristian A. Linte
Joint deep learning framework for image registration and segmentation of late gadolinium enhanced MRI and cine cardiac MRI. Medical Imaging: Image-Guided Procedures (2021)
Roshan Reddy Upendra, Richard Simon, Cristian A. Linte
A Deep Learning Framework for Image Super-Resolution for Late Gadolinium Enhanced Cardiac MRI. CinC (2021)
Roshan Reddy Upendra, Brian Jamison Wentz, Richard Simon, Suzanne M. Shontz, Cristian A. Linte
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI. CoRR (2021)
Roshan Reddy Upendra, Brian Jamison Wentz, Richard Simon, Suzanne M. Shontz, Cristian A. Linte
CNN-Based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI. FIMH (2021)
Roshan Reddy Upendra, S. M. Kamrul Hasan, Richard Simon, Brian Jamison Wentz, Suzanne M. Shontz, Michael S. Sacks, Cristian A. Linte
Motion Extraction of the Right Ventricle from 4D Cardiac Cine MRI Using A Deep Learning-Based Deformable Registration Framework. EMBC (2021)
Roshan Reddy Upendra, Richard Simon, Cristian A. Linte
A Supervised Image Registration Approach for Late Gadolinium Enhanced MRI and Cine Cardiac MRI Using Convolutional Neural Networks. MIUA (2020)
Roshan Reddy Upendra, Shusil Dangi, Cristian A. Linte
Automated segmentation of cardiac chambers from cine cardiac MRI using an adversarial network architecture. Medical Imaging: Image-Guided Procedures (2020)
Roshan Reddy Upendra, Brian Jamison Wentz, Suzanne M. Shontz, Cristian A. Linte
A Convolutional Neural Network-based Deformable Image Registration Method for Cardiac Motion Estimation from Cine Cardiac MR Images. CinC (2020)
Roshan Reddy Upendra, Shusil Dangi, Cristian A. Linte
An Adversarial Network Architecture Using 2D U-Net Models for Segmentation of Left Ventricle from Cine Cardiac MRI. FIMH (2019)