Riddhish Bhalodia

31 papers Journal 17Unranked 14

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