Riddhish Bhalodia

According to our database, Riddhish Bhalodia authored at least 20 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

DeepSSM: A blueprint for image-to-shape deep learning models.

Riddhish Bhalodia, Shireen Y. Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross T. Whitaker

Medical Image Anal., January, 2024

2022

RENs: Relevance Encoding Networks.

Krithika Iyer, Riddhish Bhalodia, Shireen Y. Elhabian

CoRR, 2022

Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model.

Wenzheng Tao, Riddhish Bhalodia, Shireen Y. Elhabian

CoRR, 2022

2021

Leveraging unsupervised image registration for discovery of landmark shape descriptor.

Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker

Medical Image Anal., 2021

A Gaussian Process Model for Unsupervised Analysis of High Dimensional Shape Data.

Wenzheng Tao, Riddhish Bhalodia, Ross T. Whitaker

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports.

Riddhish Bhalodia, Ali Hatamizadeh, Leo K. Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Unsupervised Shape Normality Metric for Severity Quantification.

Wenzheng Tao, Riddhish Bhalodia, Erin Anstadt, Ladislav Kavan, Ross T. Whitaker, Jesse A. Goldstein

CoRR, 2020

Self-supervised Discovery of Anatomical Shape Landmarks.

Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Uncertain-DeepSSM: From Images to Probabilistic Shape Models.

Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian

Proceedings of the Shape in Medical Imaging - International Workshop, 2020

dpVAEs: Fixing Sample Generation for Regularized VAEs.

Riddhish Bhalodia, Iain Lee, Shireen Y. Elhabian

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets.

Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker

CoRR, 2019

A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration.

Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Efficient Segmentation Pipeline Using Diffeomorphic Image Registration: A Validation Study.

Shalin Parikh, Anupama Goparaju, Riddhish Bhalodia, Bosten Loveless, Alan Morris, Joshua Cates, Evgueni Kholmovski, Nassir Marrouche, Shireen Y. Elhabian

Proceedings of the 46th Computing in Cardiology, 2019

Interatrial Septum and Appendage Ostium in Atrial Fibrillation Patients: A Population Study.

Anupama Goparaju, Alan Morris, Ibolya Csecs, Riddhish Bhalodia, Tom Ditter, Kristine Fuimaono, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian

Proceedings of the 46th Computing in Cardiology, 2019

Does Alignment in Statistical Shape Modeling of Left Atrium Appendage Impact Stroke Prediction?

Riddhish Bhalodia, Archanasri Subramanian, Alan Morris, Joshua Cates, Ross T. Whitaker, Evgueni Kholmovski, Nassir Marrouche, Shireen Y. Elhabian

Proceedings of the 46th Computing in Cardiology, 2019

2018

Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation.

Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images.

Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker

Proceedings of the Shape in Medical Imaging, 2018

Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation.

Riddhish Bhalodia, Anupama Goparaju, Tim Sodergren, Ross T. Whitaker, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian

Proceedings of the Computing in Cardiology, 2018

2017

Joint desmoking, specularity removal, and denoising of laparoscopy images via graphical models and Bayesian inference.

Ayush Baid, Alankar Kotwal, Riddhish Bhalodia, S. N. Merchant, Suyash P. Awate

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Joint desmoking and denoising of laparoscopy images.

Alankar Kotwal, Riddhish Bhalodia, Suyash P. Awate

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016