Contour-Guided Segmentation and X-Ray Image Validation for Pneumonia Detection Using Mobile Deep Learning in Low-Resource Settings. - Gebregziabihier Nigusie; Marawan Elbatel; Yohannes Ayana (MIRASOL@MICCAI, 2025)