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Jana Lipkova

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A Learnable Prior Improves Inverse Tumor Growth Modeling

Mar 07, 2024
Jonas Weidner, Ivan Ezhov, Michal Balcerak, Marie-Christin Metz, Sergey Litvinov, Sebastian Kaltenbach, Leonhard Feiner, Laurin Lux, Florian Kofler, Jana Lipkova, Jonas Latz, Daniel Rueckert, Bjoern Menze, Benedikt Wiestler

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Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling

Nov 07, 2021
Ivan Ezhov, Kevin Scibilia, Katharina Franitza, Felix Steinbauer, Suprosanna Shit, Lucas Zimmer, Jana Lipkova, Florian Kofler, Johannes Paetzold, Luca Canalini, Diana Waldmannstetter, Martin Menten, Marie Metz, Benedikt Wiestler, Bjoern Menze

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Algorithm Fairness in AI for Medicine and Healthcare

Oct 01, 2021
Richard J. Chen, Tiffany Y. Chen, Jana Lipkova, Judy J. Wang, Drew F. K. Williamson, Ming Y. Lu, Sharifa Sahai, Faisal Mahmood

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Semi-Implicit Neural Solver for Time-dependent Partial Differential Equations

Sep 03, 2021
Suprosanna Shit, Ivan Ezhov, Leon Mächler, Abinav R., Jana Lipkova, Johannes C. Paetzold, Florian Kofler, Marie Piraud, Bjoern H. Menze

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Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning

Aug 04, 2021
Richard J. Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Jana Lipkova, Muhammad Shaban, Maha Shady, Mane Williams, Bumjin Joo, Zahra Noor, Faisal Mahmood

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Federated Learning for Computational Pathology on Gigapixel Whole Slide Images

Sep 23, 2020
Ming Y. Lu, Dehan Kong, Jana Lipkova, Richard J. Chen, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood

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Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary

Jun 29, 2020
Ming Y. Lu, Melissa Zhao, Maha Shady, Jana Lipkova, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood

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Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective

Apr 30, 2020
Ahmad B Qasim, Ivan Ezhov, Suprosanna Shit, Oliver Schoppe, Johannes C Paetzold, Anjany Sekuboyina, Florian Kofler, Jana Lipkova, Hongwei Li, Bjoern Menze

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