KDEVIR at ImageCLEF 2013 Image Annotation Subtask. - Ismat Ara Reshma; Md. Zia Ullah; Masaki Aono (CLEF (Working Notes), 2013)

KDEVIR at ImageCLEF 2014 Scalable Concept Image Annotation Task: Ontology based Automatic Image Annotation. - Ismat Ara Reshma; Md. Zia Ullah; Masaki Aono (CLEF (Working Notes), 2014)

Deep Analysis of CNN Settings for New Cancer Whole-slide Histological Images Segmentation: The Case of Small Training Sets. - Sonia Mejbri; Camille Franchet; Ismat Ara Reshma; Josiane Mothe; Pierre Brousset; Emmanuel Faure (BIOIMAGING, 2019)

Natural vs balanced distribution in deep learning on whole slide images for cancer detection. - Ismat Ara Reshma; Sylvain Cussat-Blanc; Radu Tudor Ionescu; Hervé Luga; Josiane Mothe (SAC, 2021)

A Study on the Impact of Class Distribution on Deep Learning - The Case of Histological Images and Cancer Detection - Extended Abstract. - Ismat Ara Reshma; Josiane Mothe; Sylvain Cussat-Blanc; Hervé Luga; Camille Franchet; Margot Gaspard; Pierre Brousset; Radu Tudor Ionescu (CIRCLE, 2022)

Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training - The Case of Cancer Detection. - Ismat Ara Reshma; Camille Franchet; Margot Gaspard; Radu Tudor Ionescu; Josiane Mothe; Sylvain Cussat-Blanc; Hervé Luga; Pierre Brousset (J. Digit. Imaging, 2022)