DeepSSM: A blueprint for image-to-shape deep learning models
Bhalodia, Riddhish, Elhabian, Shireen, Adams, Jadie, Tao, Wenzheng, Kavan, Ladislav, Whitaker, Ross
Published in Medical image analysis (01.01.2024)
Published in Medical image analysis (01.01.2024)
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Journal Article
Leveraging unsupervised image registration for discovery of landmark shape descriptor
Bhalodia, Riddhish, Elhabian, Shireen, Kavan, Ladislav, Whitaker, Ross
Published in Medical image analysis (01.10.2021)
Published in Medical image analysis (01.10.2021)
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Journal Article
Quantifying the Severity of Metopic Craniosynostosis: A Pilot Study Application of Machine Learning in Craniofacial Surgery
Bhalodia, Riddhish, Dvoracek, Lucas A, Ayyash, Ali M, Kavan, Ladislav, Whitaker, Ross, Goldstein, Jesse A
Published in The Journal of craniofacial surgery (01.05.2020)
Published in The Journal of craniofacial surgery (01.05.2020)
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Journal Article
Uncertain-DeepSSM: From Images to Probabilistic Shape Models
Adams, Jadie, Bhalodia, Riddhish, Elhabian, Shireen
Published in Shape in Medical Imaging (01.01.2020)
Published in Shape in Medical Imaging (01.01.2020)
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Book Chapter
Journal Article
Joint desmoking and denoising of laparoscopy images
Kotwal, Alankar, Bhalodia, Riddhish, Awate, Suyash P.
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
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Conference Proceeding
Journal Article
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images
Bhalodia, Riddhish, Elhabian, Shireen Y., Kavan, Ladislav, Whitaker, Ross T.
Published in Shape in Medical Imaging (01.01.2018)
Published in Shape in Medical Imaging (01.01.2018)
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Book Chapter
Journal Article
Joint desmoking, specularity removal, and denoising of laparoscopy images via graphical models and Bayesian inference
Baid, Ayush, Kotwal, Alankar, Bhalodia, Riddhish, Merchant, S. N., Awate, Suyash P.
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
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Conference Proceeding
Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports
Bhalodia, Riddhish, Hatamizadeh, Ali, Tam, Leo, Xu, Ziyue, Wang, Xiaosong, Turkbey, Evrim, Xu, Daguang
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
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Book Chapter
AUGMENTING SUPERVISION WITH MACHINE LEARNING
WEN YUHONG, ALI HATAMIZADEH, XU DAGUANG, RIDDHISH BHALODIA, TAM LIKKONG, ZHAO CAN, WANG XIAOSONG, LI WENQI, KEVIN FRANK LU
Year of Publication 02.12.2022
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Year of Publication 02.12.2022
Patent
Self-Supervised Discovery of Anatomical Shape Landmarks
Bhalodia, Riddhish, Kavan, Ladislav, Whitaker, Ross T
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (2020)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (2020)
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Journal Article
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration
Bhalodia, Riddhish, Elhabian, Shireen Y, Kavan, Ladislav, Whitaker, Ross T
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.01.2019)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.01.2019)
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Journal Article
Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation
Sodergren, Tim, Bhalodia, Riddhish, Whitaker, Ross, Cates, Joshua, Marrouche, Nassir, Elhabian, Shireen
Published in Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges (2019)
Published in Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges (2019)
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Book Chapter
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor
Bhalodia, Riddhish, Elhabian, Shireen, Kavan, Ladislav, Whitaker, Ross
Published in arXiv.org (13.11.2021)
Published in arXiv.org (13.11.2021)
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Paper
Journal Article