GitHub / mudit2004 / Enhancing-Machine-Learning-Models-for-Early-Brain-Tumor-Diagnosis

This project uses machine learning to detect brain tumors early. Different models are trained on metabolite data to classify healthy and carcinoma-afflicted individuals. The top-performing EvoHDTree model is enhanced with the ADASYN up-sampling algorithm to accurately distinguish between malignant and non-malignant tumors.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mudit2004%2FEnhancing-Machine-Learning-Models-for-Early-Brain-Tumor-Diagnosis

Topics: brain, deep-learning, machine-learning, python, streamlit, tumour

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