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early-detection

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aimaster-dev / Blood-Brain-Detect-System

Star 9

This project uses YOLO for real-time leukemia detection in blood samples and CNNs for classifying brain hemorrhages in MRI scans. It aims to support faster, more accurate medical diagnostics through deep learning.

python deep-learning cnn healthcare mri medical-imaging yolo classification diagnostics convolutional-neural-networks object-detection early-detection medical-ai leukemia-research blood-analysis hemorrhage-detection healthcare-automation real-time-inference
  • Updated May 28, 2025
  • Python

Nirmala-research / YOLOv7-XAI

Star 2

Multiclass Skin lesion localization and Detection with YOLOv7-XAI Framework with explainable AI

image-processing skin-detection explainable-artificial-intelligence skin-cancer explainable-ai early-detection multiclass-image-classification melanoma-detection shap-values melanoma-classification lime-explanation skin-cancer-diagnosis image-processing-yolo yolo-object-detection-new-with-opencv yolo-object-detection-recent-with-opencv yolov7-xai-2025-object-detection-with-opencv yolo-recent-with-opencv yolo-2025-new-version-latest
  • Updated Dec 31, 2024
  • Python

SuryaVamsi-P / Diabetic-Retinopathy-Detection-with-ResNet50

Star 0

Built an end-to-end deep learning pipeline using ResNet-50 to classify retinal images into five stages of Diabetic Retinopathy. Applied transfer learning, image preprocessing, and AUC-based evaluation on the APTOS 2019 Kaggle dataset, achieving a 94% validation AUC—offering real-world potential in clinical diagnosis automation.

computer-vision deep-learning tensorflow keras medical-imaging image-classification transfer-learning data-augmentation cnn-model clinical-decision-support multi-class-classification optical-imaging diabetic-retinopathy resnet50 early-detection medical-diagnosis healthcare-ai retinal-image-analysis aptos2019 auc-evaluation
  • Updated May 24, 2025
  • Python

shazin-v / Multiple-Disease-Prediction-System

Star 0

📊 Multiple Disease Prediction System 🏥 An intelligent healthcare system for predicting and diagnosing multiple diseases using machine learning and data analysis. Empowering early detection and better patient care. Disease Prediction: Predict the likelihood of various diseases, including heart diseases, diabetes, and more.

machine-learning healthcare data-analysis early-detection disease-prediction
  • Updated Oct 5, 2023
  • Python

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