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ORCIDShireen Y. Elhabian
- > Home > Persons > Shireen Y. Elhabian
Publications
- 2024
[j14]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)- 2022
- [i22]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) - [i20]Krithika Iyer, Riddhish Bhalodia, Shireen Y. Elhabian:
RENs: Relevance Encoding Networks. CoRR abs/2205.13061 (2022) - 2021
- [j11]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) - [i16]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) - [i15]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
- [c50]Riddhish Bhalodia, Iain Lee, Shireen Y. Elhabian:
dpVAEs: Fixing Sample Generation for Regularized VAEs. ACCV (4) 2020: 643-660 - [c46]Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian:
Uncertain-DeepSSM: From Images to Probabilistic Shape Models. ShapeMI@MICCAI 2020: 57-72 - [i13]Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian:
Uncertain-DeepSSM: From Images to Probabilistic Shape Models. CoRR abs/2007.06516 (2020) - 2019
- [c44]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 - [c43]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 - [c42]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 - [c41]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 - [i9]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) - [i8]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) - [i6]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) - [i5]Riddhish Bhalodia, Iain Lee, Shireen Y. Elhabian:
dpVAEs: Fixing Sample Generation for Regularized VAEs. CoRR abs/1911.10506 (2019) - 2018
- [c40]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 - [c37]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 - [c36]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 - [i3]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) - [i2]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)
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