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๐Ÿฅ๐Ÿ’ก Healthcare Recommendation System โ€“ Python Project ๐Ÿ๐Ÿง 
Build an intelligent system that suggests healthcare tips, services, or treatment based on user input! A practical and impactful data science project.

๐Ÿ” Key Features:
๐Ÿงพ User-based health recommendations
๐Ÿง  Machine Learning + Python logic
๐Ÿ“Š Easy to customize and expand
๐Ÿ’ฌ Improves user awareness & health decision-making
๐Ÿ†“ Fully open source & beginner-friendly

๐Ÿ”— Download & Source Code:
๐Ÿ‘‰ Healthcare Recommendation Project

๐ŸŒŸ Get more smart projects with source code:
๐Ÿ”— https://t.me/Projectwithsourcecodes

๐Ÿš€ Make smarter, healthier choices โ€” powered by AI.

#HealthcareAI #PythonProject #RecommendationSystem #DataScience #MachineLearning #StudentProject #AIForGood #OpenSourceCode #Projectwithsourcecodes
๐Ÿค Oral Cancer Detection โ€“ Python / Deep Learning

A deep-learning project that analyses oral cavity images to detect and localise potential cancerous lesions using CNN architectures. It helps automate early screening by classifying images (benign vs malignant) and providing segmentation/localisation to assist clinicians and researchers.

Key Features
โ€ข Image preprocessing: ROI extraction, augmentation, normalization
โ€ข CNN classification (e.g., ResNet / EfficientNet) for malignancy prediction
โ€ข Segmentation module (U-Net style) to highlight affected regions
โ€ข Model evaluation with accuracy, precision, recall & confusion matrix
โ€ข Optional web interface for image upload and instant prediction

๐Ÿ”— Explore the full project here:
Oral Cancer Detection โ€“ View Project

๐Ÿ“ข Discover more projects:
https://t.me/Projectwithsourcecodes

#Python #DeepLearning #ComputerVision #OralCancer #HealthcareAI #MedicalImaging #CNN #UNet #MLProject #DataScience #AIForGood #ProjectShowcase