Enhanced detection of malaria infected red blood cells through phase driven classification

Enhanced detection of malaria infected red blood cells through phase driven classification

Abstract Digital holographic microscopy (DHM) has emerged as a powerful, label-free technique for visualizing and analyzing biological samples. By extracting the intrinsic optical properties of red blood cells (RBCs), DHM enables the detection of infection-induced morphological and biophysical chang...

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Bibliographic Details
Main Authors: Charlotte Kyeremah, Aditya S. Paul, Daniel Haehn, Manoj T. Duraisingh, Chandra S. Yelleswarapu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Lensless inline digital holographic microscopy
Malaria diagnosis
Red blood cell classification
Features-based classification
Morphology analysis
Phase-based thresholding.
Online Access:https://doi.org/10.1038/s41598-025-12899-3
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https://doi.org/10.1038/s41598-025-12899-3

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