Brain Tumor Prediction Using DeeplabV3 with Resnet50 BB

Version 1.0.3 (21,8 ko) par Putu Fadya
My project aims to develop a brain tumor segmentation model using DeepLabV3+ with ResNet-50
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32 téléchargements
Mise à jour 26 mars 2025

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*ongoing project in developing brain tumor segmentation using deeplabv3 with resnet50 backbone

Citation pour cette source

Putu Fadya (2025). Brain Tumor Prediction Using DeeplabV3 with Resnet50 BB (https://fr.mathworks.com/matlabcentral/fileexchange/180327-brain-tumor-prediction-using-deeplabv3-with-resnet50-bb), MATLAB Central File Exchange. Extrait(e) le .

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Version Publié le Notes de version
1.0.3

Fixing generated mask function

1.0.2

1. Adding gradcam++ (xAi) to evaluate the segmentation
2. Using skullstripping and ROI Cropping
3. Pretrained accuracy is 81%
4. Adding 5-fold of cross validation

1.0.1

adding more classification layer, data preprocessing and feature extraction fixed
1.0.0