May 15, 2023, 12:42 a.m. | Dominic LaBella, Maruf Adewole, Michelle Alonso-Basanta, Talissa Altes, Syed Muhammad Anwar, Ujjwal Baid, Timothy Bergquist, Radhika Bhalerao, Sully C

stat.ML updates on arXiv.org arxiv.org

Meningiomas are the most common primary intracranial tumor in adults and can
be associated with significant morbidity and mortality. Radiologists,
neurosurgeons, neuro-oncologists, and radiation oncologists rely on
multiparametric MRI (mpMRI) for diagnosis, treatment planning, and longitudinal
treatment monitoring; yet automated, objective, and quantitative tools for
non-invasive assessment of meningiomas on mpMRI are lacking. The BraTS
meningioma 2023 challenge will provide a community standard and benchmark for
state-of-the-art automated intracranial meningioma segmentation models based on
the largest expert annotated multilabel meningioma …

arxiv automated brain challenge diagnosis monitoring mortality mri neuro planning quantitative segmentation tools treatment

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