Article

Deep Learning for Automated Detection of Periportal Fibrosis in Ultrasound Imaging: Improving Diagnostic Accuracy in Schistosoma Mansoni Infection

2025-09-22

Abstract excerpt

This study investigates advanced deep learning methods to improve the detection 1 of periportal fibrosis (PPF) in medical imaging. Schistosoma mansoni infection affects over 2 54 million individuals globally, predominantly in sub-Saharan Africa, with around 20 3 million experiencing chronic complications. PPF, present in up to 42% of these cases, is 4 a leading outcome of chronic liver disease, significantly contr...

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Literature Corpus work: d4a0d82f-8242-5e35-a75d-926ee7f782c2
DOI: 10.20944/preprints202509.1650.v1

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