Malaria Detection Systems ML Frameworks

Deep learning and machine learning applications for detecting malaria parasites in blood cell microscopy images. Does NOT include other disease detection systems, general medical imaging tools, or mosquito/vector surveillance platforms.

There are 20 malaria detection systems frameworks tracked. The highest-rated is krishna111809/fingerprint-based-blood-group-detection at 37/100 with 43 stars.

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#	Framework	Score	Tier	Stars	Language
1	krishna111809/fingerprint-based-blood-group-detection This repository presents an innovative approach to classifying blood groups...	37	Emerging	43	Jupyter Notebook
2	iArunava/Malaria-Detection-using-Keras Malaria Detection using Deep Learning from Images made available publicly from NIH	35	Emerging	41	Python
3	sauravmishra1710/Malaria-Detection-Using-Deep-Learning-Techniques Malaria Parasite Detection using Efficient Neural Ensembles. Malaria, a life...	31	Emerging	11	Jupyter Notebook
4	wObbLee00/Non-Invasive-Blood-Group-Prediction-Using-Fingerprint-Analysis End-to-end system for non-invasive blood group prediction using fingerprint...	26	Experimental	3	Jupyter Notebook
5	aniketpatilanalyst/Disease-Prediction-Model Prediction Model on Cell Images for Detecting Malaria	24	Experimental	11	Jupyter Notebook
6	mdhabibi/CNN-Predictor-for-Malaria_Cells-LIME-CAM Enhanced CNN model for malaria cell classification, featuring Class...	23	Experimental	6	Jupyter Notebook
7	Anindra123/malaria-detection-app This app utilizes machine learning model to identify parasitized malaria...	23	Experimental	2	CSS
8	abrahamgenetu/Automated_Malaria_Detection_System Automated Web-based Malaria Detection System Using Machine Learning, Deep...	22	Experimental	4	Jupyter Notebook
9	mortiscope/mortiscope-web A web application for a deep learning system that analyzes Chrysomya...	22	Experimental	—	TypeScript
10	Janviswa/BloodPrint-ID AI-powered fingerprint pattern classifier with blood group statistical...	22	Experimental	—	JavaScript
11	ScottT2-spec/malaria-cell-detection CNN-based malaria detection from blood cell microscope images — 95.43% test...	19	Experimental	14	Jupyter Notebook
12	sathishdusharla/ParaDetect_AI AI-powered malaria detection system using TensorFlow.js CNN and Google...	19	Experimental	—	TypeScript
13	khalid-akhss19/Malaria-Identification-System Malaria Identification System Using Deep Learning	18	Experimental	8	HTML
14	kr1shnasomani/BloodPrint Blood group detection from fingerprint using TensorFlow and PyTorch.	16	Experimental	9	Jupyter Notebook
15	valamuri2020/Malaria-Detect A deep learning solution to diagnose malaria from images of red blood cells.	14	Experimental	1	JavaScript
16	jessysutherns/malaria-cnn-classification Deep learning model for malaria cell classification using MobileNetV2 (92%...	14	Experimental	—	Python
17	PawarMukesh/MalariaCell-Detector Malaria cell Binary Classification Probelm, Build DL Model USing Transfer...	13	Experimental	7	Jupyter Notebook
18	TawsifTorabi/MoscProtec Platform to collect and analyze data on mosquito borne diseases using AI and...	13	Experimental	2	PHP
19	gfoster12/Malaria-Detection-CNN-Capstone Deep learning pipeline for malaria detection using CNNs (VGG16 transfer...	11	Experimental	—	HTML
20	kavin-raja-d/Malaria-cell-Recognition Convolutional Neural Network (CNN) model that can classify cells as...	11	Experimental	2	Jupyter Notebook