IEEE journal of biomedical and health informatics
DePerio: Innovative Deep Learning-based Framework for Periodontal Disease Diagnosis and Severity Evaluation Using Saliva Samples.
Mahdi Amrollahi Biouki, Fatemeh Soheili, Niloufar Delfan, Negin Masoudifar, Navid Mohaghegh, Shahin Ebrahimi, S M Mahdi H Daneshvar, Yasaman Tahernezhad, Chunxiang Sun, Michael Glogauer, Ebrahim Ghafar-Zadeh
Published: 202510.1109/JBHI.2025.3647413
Abstract
Recent research has identified salivary oral polymorphonuclear neutrophils (oPMNs) as reliable cellular biomarkers for monitoring the progression of periodontal disease (PD). While conventional diagnostic tools such as periodontal probing and radiogr…
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