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Malaria Parasite Detection using Efficient Neural Ensembles. Malaria, a life threatening disease caused by the bite of the Anopheles mosquito infected with the parasite, has been a major burden towards healthcare for years leading to approximately 400,000 deaths globally every year. This study aims to build an efficient system by applying ensemble techniques based on deep learning to automate the detection of the parasite using whole slide images of thin blood smears.

Home Page: https://doi.org/10.35882/jeeemi.v3i3.2

License: Creative Commons Attribution Share Alike 4.0 International

Python 0.50% Jupyter Notebook 99.50%
biomedical-image-processing digitalpathology snapshot-ensemble malaria-detection deep-learning neural-network wholeslide-imaging whole-slide-image explainable-ai interpretable-deep-learning

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