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Personalized predictions of Glioblastoma infiltration: Mathematical models, Physics-Informed Neural Networks and multimodal scans

https://doi.org/10.1016/j.media.2024.103423

Zhang, Ray Zirui; Ezhov, Ivan; Balcerak, Michal; Zhu, Andy; Wiestler, Benedikt; Menze, Bjoern; Lowengrub, John S (April 2025, Medical Image Analysis)

Free, publicly-accessible full text available April 1, 2026
Brain extraction from normal and pathological images: A joint PCA/Image-Reconstruction approach

https://doi.org/10.1016/j.neuroimage.2018.04.073

Han, Xu; Kwitt, Roland; Aylward, Stephen; Bakas, Spyridon; Menze, Bjoern; Asturias, Alexander; Vespa, Paul; Van Horn, John; Niethammer, Marc (August 2018, NeuroImage)

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Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans and Bayesian Inference

https://doi.org/10.1109/TMI.2019.2902044

Lipkova, Jana; Angelikopoulos, Panagiotis; Wu, Stephen; Alberts, Esther; Wiestler, Benedikt; Diehl, Christian; Preibisch, Christine; Pyka, Thomas; Combs, Stephanie; Hadjidoukas, Panagiotis; et al (January 2019, IEEE Transactions on Medical Imaging)

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Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge

https://doi.org/10.1109/TMI.2021.3090082

Campello, Victor M.; Gkontra, Polyxeni; Izquierdo, Cristian; Martin-Isla, Carlos; Sojoudi, Alireza; Full, Peter M.; Maier-Hein, Klaus; Zhang, Yao; He, Zhiqiang; Ma, Jun; et al (January 2021, IEEE Transactions on Medical Imaging)
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