Semantic Segmentation of Diabetic Foot Ulcer Images: Dealing with Small Dataset in DL Approaches. - Rania Niri; Hassan Douzi; Yves Lucas; Sylvie Treuillet (ICISP, 2020)

A Superpixel-Wise Fully Convolutional Neural Network Approach for Diabetic Foot Ulcer Tissue Classification. - Rania Niri; Hassan Douzi; Yves Lucas; Sylvie Treuillet (ICPR Workshops (1), 2020)

Multi-View Data Augmentation to Improve Wound Segmentation on 3D Surface Model by Deep Learning. - Rania Niri; Evelyn Gutierrez; Hassan Douzi; Yves Lucas; Sylvie Treuillet; Benjamín Castañeda; Ivan Hernandez (IEEE Access, 2021)

Developing an AI-powered wound assessment tool: a methodological approach to data collection and model optimization. - Alessio Stefanelli; Sofia Zahia; Guillaume Chanel; Rania Niri; Swann Pichon; Sebastian Probst (BMC Medical Informatics Decis. Mak., 2025)