Riddhish Bhalodia

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Image Registration

Top Venues

Medical Image Anal.

Publications

Riddhish Bhalodia, Shireen Y. Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A blueprint for image-to-shape deep learning models. Medical Image Anal. 91 (2024)
Wenzheng Tao, Riddhish Bhalodia, Shireen Y. Elhabian
Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model. CoRR (2022)
Krithika Iyer, Riddhish Bhalodia, Shireen Y. Elhabian
RENs: Relevance Encoding Networks. CoRR (2022)
Riddhish Bhalodia, Ali Hatamizadeh, Leo K. Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu
Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports. CoRR (2021)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor. CoRR (2021)
Riddhish Bhalodia, Ali Hatamizadeh, Leo K. Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu
Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports. MICCAI (2) (2021)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
Leveraging unsupervised image registration for discovery of landmark shape descriptor. Medical Image Anal. 73 (2021)
Riddhish Bhalodia, Shireen Y. Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models. CoRR (2021)
Wenzheng Tao, Riddhish Bhalodia, Ross T. Whitaker
A Gaussian Process Model for Unsupervised Analysis of High Dimensional Shape Data. MLMI@MICCAI (2021)
Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian
Uncertain-DeepSSM: From Images to Probabilistic Shape Models. ShapeMI@MICCAI (2020)
Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian
Uncertain-DeepSSM: From Images to Probabilistic Shape Models. CoRR (2020)
Riddhish Bhalodia, Iain Lee, Shireen Y. Elhabian
dpVAEs: Fixing Sample Generation for Regularized VAEs. ACCV (4) (2020)
Wenzheng Tao, Riddhish Bhalodia, Erin Anstadt, Ladislav Kavan, Ross T. Whitaker, Jesse A. Goldstein
Unsupervised Shape Normality Metric for Severity Quantification. CoRR (2020)
Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker
Self-Supervised Discovery of Anatomical Shape Landmarks. CoRR (2020)
Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker
Self-supervised Discovery of Anatomical Shape Landmarks. MICCAI (4) (2020)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets. CoRR (2019)
Anupama Goparaju, Alan Morris, Ibolya Csecs, Riddhish Bhalodia, Tom Ditter, Kristine Fuimaono, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian
Interatrial Septum and Appendage Ostium in Atrial Fibrillation Patients: A Population Study. CinC (2019)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. CoRR (2019)
Shalin Parikh, Anupama Goparaju, Riddhish Bhalodia, Bosten Loveless, Alan Morris, Joshua Cates, Evgueni Kholmovski, Nassir Marrouche, Shireen Y. Elhabian
Efficient Segmentation Pipeline Using Diffeomorphic Image Registration: A Validation Study. CinC (2019)
Riddhish Bhalodia, Archanasri Subramanian, Alan Morris, Joshua Cates, Ross T. Whitaker, Evgueni Kholmovski, Nassir Marrouche, Shireen Y. Elhabian
Does Alignment in Statistical Shape Modeling of Left Atrium Appendage Impact Stroke Prediction? CinC (2019)
Riddhish Bhalodia, Iain Lee, Shireen Y. Elhabian
dpVAEs: Fixing Sample Generation for Regularized VAEs. CoRR (2019)
Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian
Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. CoRR (2019)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. MICCAI (2) (2019)
Riddhish Bhalodia, Anupama Goparaju, Tim Sodergren, Ross T. Whitaker, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation. CinC (2018)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. CoRR (2018)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. ShapeMI@MICCAI (2018)
Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian
Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. STACOM@MICCAI (2018)
Riddhish Bhalodia, Anupama Goparaju, Tim Sodergren, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Ross T. Whitaker, Shireen Y. Elhabian
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation. CoRR (2018)
Ayush Baid, Alankar Kotwal, Riddhish Bhalodia, S. N. Merchant, Suyash P. Awate
Joint desmoking, specularity removal, and denoising of laparoscopy images via graphical models and Bayesian inference. ISBI (2017)
Alankar Kotwal, Riddhish Bhalodia, Suyash P. Awate
Joint desmoking and denoising of laparoscopy images. ISBI (2016)