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ORCIDRiddhish Bhalodia
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2020 – today
- 2024
[j2]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: 103034 (2024)- [i15]Keqiang Sun, Amin Jourabloo, Riddhish Bhalodia, Moustafa Meshry, Yu Rong, Zhengyu Yang, Thu Nguyen-Phuoc, Christian Häne, Jiu Xu, Sam Johnson, Hongsheng Li, Sofien Bouaziz:
GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars. CoRR abs/2408.13674 (2024) - 2022
- [i14]Wenzheng Tao, Riddhish Bhalodia, Shireen Y. Elhabian:
Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model. CoRR abs/2201.03481 (2022) - [i13]Krithika Iyer, Riddhish Bhalodia, Shireen Y. Elhabian:
RENs: Relevance Encoding Networks. CoRR abs/2205.13061 (2022) - 2021
- [j1]Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker:
Leveraging unsupervised image registration for discovery of landmark shape descriptor. Medical Image Anal. 73: 102157 (2021) - [c14]Wenzheng Tao, Riddhish Bhalodia, Ross T. Whitaker:
A Gaussian Process Model for Unsupervised Analysis of High Dimensional Shape Data. MLMI@MICCAI 2021: 356-365 - [c13]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: 571-581 - [i12]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 abs/2110.03094 (2021) - [i11]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 abs/2110.07152 (2021) - [i10]Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker:
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor. CoRR abs/2111.07009 (2021) - 2020
- [c12]Riddhish Bhalodia, Iain Lee, Shireen Y. Elhabian:
dpVAEs: Fixing Sample Generation for Regularized VAEs. ACCV (4) 2020: 643-660 - [c11]Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian:
Uncertain-DeepSSM: From Images to Probabilistic Shape Models. ShapeMI@MICCAI 2020: 57-72 - [c10]Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker:
Self-supervised Discovery of Anatomical Shape Landmarks. MICCAI (4) 2020: 627-638 - [i9]Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker:
Self-Supervised Discovery of Anatomical Shape Landmarks. CoRR abs/2006.07525 (2020) - [i8]Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian:
Uncertain-DeepSSM: From Images to Probabilistic Shape Models. CoRR abs/2007.06516 (2020) - [i7]Wenzheng Tao, Riddhish Bhalodia, Erin Anstadt, Ladislav Kavan, Ross T. Whitaker, Jesse A. Goldstein:
Unsupervised Shape Normality Metric for Severity Quantification. CoRR abs/2007.09307 (2020)
2010 – 2019
- 2019
- [c9]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: 1-4 - [c8]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: 1-3 - [c7]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: 1-4 - [c6]Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker:
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. MICCAI (2) 2019: 391-400 - [i6]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 abs/1903.06260 (2019) - [i5]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 abs/1906.05441 (2019) - [i4]Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker:
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. CoRR abs/1908.05825 (2019) - [i3]Riddhish Bhalodia, Iain Lee, Shireen Y. Elhabian:
dpVAEs: Fixing Sample Generation for Regularized VAEs. CoRR abs/1911.10506 (2019) - 2018
- [c5]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: 1-4 - [c4]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: 244-257 - [c3]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: 357-367 - [i2]Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker:
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. CoRR abs/1810.00111 (2018) - [i1]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 abs/1810.00475 (2018) - 2017
- [c2]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: 732-736 - 2016
- [c1]Alankar Kotwal, Riddhish Bhalodia, Suyash P. Awate:
Joint desmoking and denoising of laparoscopy images. ISBI 2016: 1050-1054
Coauthor Index
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