Titlebook: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries; 7th International Wo Alessandro Crimi,Spyridon Bakas Conferen

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Conference proceedings 2022es 2021, as well as the RSNA-ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge, the Federated Tumor Segmentation (FeTS) Challenge, the Cross-Modality Domain Adaptation (CrossMoDA) Challenge, and the challenge on Quantification of Uncertainties in Biomedical Image Quantification (QUBIQ). These w

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Opportunities and?Challenges for?Deep Learning in?Brain Lesionsre deep learning has been used to improve upon the current standard of care for brain lesions. We conclude with a section on some of the current challenges and hurdles facing neuroimaging researchers.

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Evaluating Glioma Growth Predictions as?a?Forward Ranking Problemr growth model to 21 patient cases we compare two schemes for fitting and evaluating predictions. By carefully designing a scheme that separates the prediction from the observations used for fitting the model, we show that a better fit of model parameters does not guarantee a better predictive power.

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0302-9743 evised papers presented in these volumes were selected form 151 submissions. Due to COVID-19 pandemic the conference was held virtually..978-3-031-08998-5978-3-031-08999-2Series ISSN 0302-9743 Series E-ISSN 1611-3349