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Shireen Elhabian

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Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds

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May 15, 2024
Jadie Adams, Shireen Elhabian

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Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images

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May 15, 2024
Jadie Adams, Krithika Iyer, Shireen Elhabian

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Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images

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Oct 13, 2023
K M Arefeen Sultan, Benjamin Orkild, Alan Morris, Eugene Kholmovski, Erik Bieging, Eugene Kwan, Ravi Ranjan, Ed DiBella, Shireen Elhabian

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Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models

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Oct 02, 2023
Abu Zahid Bin Aziz, Jadie Adams, Shireen Elhabian

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MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

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Sep 12, 2023
Jianning Li, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Yuan Jin, Narmada Ambigapathy, Enrico Nasca, Naida Solak, Gian Marco Melito, Viet Duc Vu, Afaque R. Memon, Xiaojun Chen, Jan Stefan Kirschke, Ezequiel de la Rosa, Patrick Ferdinand Christ, Hongwei Bran Li, David G. Ellis, Michele R. Aizenberg, Sergios Gatidis, Thomas Küstner, Nadya Shusharina, Nicholas Heller, Vincent Andrearczyk, Adrien Depeursinge, Mathieu Hatt, Anjany Sekuboyina, Maximilian Löffler, Hans Liebl, Reuben Dorent, Tom Vercauteren, Jonathan Shapey, Aaron Kujawa, Stefan Cornelissen, Patrick Langenhuizen, Achraf Ben-Hamadou, Ahmed Rekik, Sergi Pujades, Edmond Boyer, Federico Bolelli, Costantino Grana, Luca Lumetti, Hamidreza Salehi, Jun Ma, Yao Zhang, Ramtin Gharleghi, Susann Beier, Arcot Sowmya, Eduardo A. Garza-Villarreal, Thania Balducci, Diego Angeles-Valdez, Roberto Souza, Leticia Rittner, Richard Frayne, Yuanfeng Ji, Soumick Chatterjee, Florian Dubost, Stefanie Schreiber, Hendrik Mattern, Oliver Speck, Daniel Haehn, Christoph John, Andreas Nürnberger, João Pedrosa, Carlos Ferreira, Guilherme Aresta, António Cunha, Aurélio Campilho, Yannick Suter, Jose Garcia, Alain Lalande, Emmanuel Audenaert, Claudia Krebs, Timo Van Leeuwen, Evie Vereecke, Rainer Röhrig, Frank Hölzle, Vahid Badeli, Kathrin Krieger, Matthias Gunzer, Jianxu Chen, Amin Dada, Miriam Balzer, Jana Fragemann, Frederic Jonske, Moritz Rempe, Stanislav Malorodov, Fin H. Bahnsen, Constantin Seibold, Alexander Jaus, Ana Sofia Santos, Mariana Lindo, André Ferreira, Victor Alves, Michael Kamp, Amr Abourayya, Felix Nensa, Fabian Hörst, Alexander Brehmer, Lukas Heine, Lars E. Podleska, Matthias A. Fink, Julius Keyl, Konstantinos Tserpes, Moon-Sung Kim, Shireen Elhabian, Hans Lamecker, Dženan Zukić, Beatriz Paniagua, Christian Wachinger, Martin Urschler, Luc Duong, Jakob Wasserthal, Peter F. Hoyer, Oliver Basu, Thomas Maal, Max J. H. Witjes, Ti-chiun Chang, Seyed-Ahmad Ahmadi, Ping Luo, Bjoern Menze, Mauricio Reyes, Christos Davatzikos, Behrus Puladi, Jens Kleesiek, Jan Egger

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ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images

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Jul 10, 2023
Mokshagna Sai Teja Karanam, Tushar Kataria, Shireen Elhabian

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To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathology

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Jul 06, 2023
Tushar Kataria, Beatrice Knudsen, Shireen Elhabian

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Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud

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May 23, 2023
Jadie Adams, Shireen Elhabian

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Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy

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May 13, 2023
Krithika Iyer, Shireen Elhabian

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Can point cloud networks learn statistical shape models of anatomies?

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May 09, 2023
Jadie Adams, Shireen Elhabian

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