Essays about: "brain tumor grade classification"

Found 2 essays containing the words brain tumor grade classification.

1. 1. Brain Tumor Grade Classification in MR images using Deep Learning

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Eleftheria Chatzitheodoridou; [2022]
   Keywords : brain tumor; glioma; magnetic resonance imaging; deep learning; brain tumor grade classification; convolutional neural network; transfer learning; explainability; multi-class classification;

   Abstract : Brain tumors represent a diverse spectrum of cancer types which can induce grave complications and lead to poor life expectancy. Amongst the various brain tumor types, gliomas are primary brain tumors that compose about 30% of adult brain tumors. READ MORE

3. 2. Classification of brain tumors in weakly annotated histopathology images with deep learning

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Dávid Hrabovszki; [2021]
   Keywords : medical imaging; deep learning; glioblastoma; tcga; brain tumor; weakly supervised; histopathology; digital pathology; histology;

   Abstract : Brain and nervous system tumors were responsible for around 250,000 deaths in 2020 worldwide. Correctly identifying different tumors is very important, because treatment options largely depend on the diagnosis. READ MORE