Brain Tumor Prediction Using DeeplabV3 with Resnet50 BB

Version 1.0.3 (21.8 KB) by Putu Fadya
My project aims to develop a brain tumor segmentation model using DeepLabV3+ with ResNet-50
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35 Downloads
Updated 26 Mar 2025

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

Cite As

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

MATLAB Release Compatibility
Created with R2024b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
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