Interpretable machine learning and signal processing for automated reading and quality control of lateral flow tests for schistosomiasis.

Ho C., Puthur C., Nabatte B., Moore CP., Abdoel T., Paulussen R., Nganjimi P., Hoekstra PT., Kabatereine NB., Kawesa B., Odea J., Bogere R., Katushabe R., van Dam G., Scherr TF., Chami GF.

DOI

10.1101/2025.10.01.25337079

Type

Preprint

Publication Date

2025-10-02T00:00:00+00:00

Keywords

automated, deep learning, diagnostic, lateral flow, machine learning, neglected tropical diseases, point-of-care, schistosomiasis, segmentation, sub-Saharan Africa

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