Brain Tumor Prediction Using DeeplabV3 with Resnet50 BB

バージョン 1.0.3 (21.8 KB) 作成者: Putu Fadya
My project aims to develop a brain tumor segmentation model using DeepLabV3+ with ResNet-50
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ダウンロード: 32
更新 2025/3/26

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

引用

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

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バージョン 公開済み リリース ノート
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