Machine learning model that is able to detect and classify brain tumors in MRI scans
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Updated
Oct 23, 2024 - Python
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mri-classification
Here are 6 public repositories matching this topic...
MRI modality(T1, T2, FLAIR) classification model with modified ResNet-50. Hanyang univ. dep. of biomedical engineering graduation project.
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Aug 4, 2023 - Python
Hybrid Quantum–Classical Neural Network (QCNN) for automated brain tumour detection using MRI images. Combines EfficientNet-B0 feature extraction with a 4-qubit PennyLane quantum layer and includes a Gradio-based prediction interface.
computer-vision deep-learning pytorch medical-imaging quantum-computing neural-networks image-classification quantum-machine-learning tumor-detection ai-research efficientnet medical-ai brain-tumor-detection pennylane healthcare-ai mri-classification quantum-neural-network qcnn hybrid-quantum-classical
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Dec 7, 2025 - Python
Hybrid Quantum–Classical model for brain tumor classification using Quantum FiLM modulation and ResNet-18. Supports multi-class MRI tumor detection with quantum circuit integration.
computer-vision deep-learning pytorch medical-imaging quantum-computing image-classification quantum-machine-learning quantum-ai resnet50 ai-in-medicine quantum-neural-networks brain-tumor-detection tensor-processing pennylane healthcare-ai mri-classification qcnn hybrid-quantum-classical quantum-film
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Dec 7, 2025 - Python
Brain Tumor MRI Classification is an end‑to‑end deep learning project that trains multiple models (ResNet50, VGG16, a custom CNN, SVM, and Random Forest) to automatically detect and classify brain tumors from MRI scans into four classes: glioma, meningioma, pituitary, and no tumor.
python deep-learning random-forest deep neural-networks deeplearning mri-images vgg16 brain svm-model resnet-50 tumor-classification braintumorclassification mri-classification modeltraining customcnn
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Nov 30, 2025 - Python
Pseudo-3D CNN networks in PyTorch.
pytorch resnet video-classification 3d-convolutional-network 3d-cnn 3d-computer-vision attention-models 3d-cnn-model mri-classification
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Jul 16, 2023 - Python
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