Multi-head Attention-based Deep Multiple Instance Learning
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Updated
Mar 5, 2024 - Python
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abmil
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An advanced deep learning model for binary classification of brain MRI scans to detect tumors (benign vs. malignant). The model utilizes a custom attention-enhanced ResNet50 architecture with state-of-the-art training techniques to achieve high accuracy and reliability in tumor detection.
classification confusion-matrix attention-mechanism imbalanced-data resnet-50 resnet-18 focal-loss efficientnet vision-transformer cutmix-mixup abmil
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Nov 18, 2024 - Jupyter Notebook
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