https://github.com/kmohamedalie/malaria_screener

Malaria Screener 🦟🔎🤖🧠
https://github.com/kmohamedalie/malaria_screener

computer-vision deep-learning health-data-science machine-learning malaria-detection medicine

Last synced: 3 months ago
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Malaria Screener 🦟🔎🤖🧠

• Host: GitHub
• URL: https://github.com/kmohamedalie/malaria_screener
• Owner: Kmohamedalie
• License: mit
• Created: 2023-04-21T13:22:43.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2023-08-20T11:34:40.000Z (almost 2 years ago)
• Last Synced: 2025-01-02T15:32:19.693Z (5 months ago)
• Topics: computer-vision, deep-learning, health-data-science, machine-learning, malaria-detection, medicine
• Language: Jupyter Notebook
• Homepage: https://lhncbc.nlm.nih.gov/LHC-research/LHC-projects/image-processing/malaria-screener.html
• Size: 11.3 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Malaria_Screener

 This repo replicate the NIH Malaria Screener mobile application that can detect infected blood cells, that helps medical professionals to diagnose quickly and provide aid to fight malaria through out the world.

 


 [Natural Library of Medicine](https://lhncbc.nlm.nih.gov/LHC-research/LHC-projects/image-processing/malaria-screener.html)

 

 

 

 

https://github.com/Kmohamedalie/Malaria_Screener/assets/63104472/2c12896d-b0c6-454a-950f-3e03c6400440

Source: [NLM Seeks Partners to Evaluate Malaria Screener's Efficacy](https://www.youtube.com/watch?v=YFXYViQZP18)

 









Final output:



Data: Malaria Cell from NIH


Validation accurary: 95.12% 


Training time: 33m  56s 


Resources: Google Colab Standard GPU 


Model Architecture: 2Cov, 2MaxPool, Flatten, Dense, Final output 








 

 ![predicted image](https://user-images.githubusercontent.com/63104472/233652980-794e2424-1b26-4d9e-84c1-92230b250eaf.png)