Roshan Reddy Upendra

13 papers Journal 2Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
RELATE: A Schema-Agnostic Perceiver Encoder for Multimodal Relational Graphs.
CoRR
Joe Meyer, Divyansha Lachi, Mahmoud Mohammadi, Roshan Reddy Upendra, Eva L. Dyer, Mark Li, Tom Palczewski
2023 — conf
Deformable Image Registration Using Vision Transformers for Cardiac Motion Estimation from Cine Cardiac MRI Images.
FIMH
Roshan Reddy Upendra, Richard A. Simon, Suzanne M. Shontz, Cristian A. Linte
2022 — conf
A 3D Convolutional Neural Network with Gradient Guidance for Image Super-Resolution of Late Gadolinium Enhanced Cardiac MRI.
EMBC
Roshan Reddy Upendra, Cristian A. Linte
2022 — conf
Multimodal Super Resolution with Dual Domain Loss and Gradient Guidance.
SASHIMI@MICCAI
Anitha Priya Krishnan, Roshan Reddy Upendra, Aniket Pramanik, Zhuang Song, Richard A. D. Carano
2021 — conf
A Deep Learning Framework for Image Super-Resolution for Late Gadolinium Enhanced Cardiac MRI.
CinC
Roshan Reddy Upendra, Richard A. Simon, Cristian A. Linte
2021 — conf
CNN-Based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI.
FIMH
Roshan Reddy Upendra, Brian Jamison Wentz, Richard A. Simon, Suzanne M. Shontz, Cristian A. Linte
2021 J jnl
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI.
CoRR
Roshan Reddy Upendra, Brian Jamison Wentz, Richard A. Simon, Suzanne M. Shontz, Cristian A. Linte
2021 — conf
Joint deep learning framework for image registration and segmentation of late gadolinium enhanced MRI and cine cardiac MRI.
Image-Guided Procedures
Roshan Reddy Upendra, Richard A. Simon, Cristian A. Linte
2021 — conf
Motion Extraction of the Right Ventricle from 4D Cardiac Cine MRI Using A Deep Learning-Based Deformable Registration Framework.
EMBC
Roshan Reddy Upendra, S. M. Kamrul Hasan, Richard A. Simon, Brian Jamison Wentz, Suzanne M. Shontz, Michael S. Sacks, Cristian A. Linte
2020 — conf
A Convolutional Neural Network-based Deformable Image Registration Method for Cardiac Motion Estimation from Cine Cardiac MR Images.
CinC
Roshan Reddy Upendra, Brian Jamison Wentz, Suzanne M. Shontz, Cristian A. Linte
2020 — conf
A Supervised Image Registration Approach for Late Gadolinium Enhanced MRI and Cine Cardiac MRI Using Convolutional Neural Networks.
MIUA
Roshan Reddy Upendra, Richard A. Simon, Cristian A. Linte
2020 — conf
Automated segmentation of cardiac chambers from cine cardiac MRI using an adversarial network architecture.
Image-Guided Procedures
Roshan Reddy Upendra, Shusil Dangi, Cristian A. Linte
2019 — conf
An Adversarial Network Architecture Using 2D U-Net Models for Segmentation of Left Ventricle from Cine Cardiac MRI.
FIMH
Roshan Reddy Upendra, Shusil Dangi, Cristian A. Linte