Deep analysis of CNN settings for new cancer whole-slide histological images segmentation: the case of small training sets S Mejbri, C Franchet, IA Reshma, J Mothe, P Brousset, E Faure 6th International conference on BioImaging (BIOIMAGING 2019), 120-128, 2019 | 22 | 2019 |
KDEVIR at ImageCLEF 2014 Scalable Concept Image Annotation Task: Ontology based Automatic Image Annotation. IA Reshma, MZ Ullah, M Aono CLEF (Working Notes), 386-397, 2014 | 7 | 2014 |
Ontology based classification for multi-label image annotation IA Reshma, MZ Ullah, M Aono 2014 international conference of advanced informatics: concept, theory and …, 2014 | 5 | 2014 |
KDEVIR at ImageCLEF 2013 Image Annotation Subtask. IA Reshma, MZ Ullah, M Aono CLEF (Working Notes), 2013 | 4 | 2013 |
Natural vs Balanced Distribution in Deep Learning on Whole Slide Images for Cancer Detection IA Reshma, S Cussat-Blanc, RT Ionescu, H Luga, J Mothe Proceedings of the 36th Annual ACM Symposium on Applied Computing, 18-25, 2021 | 3 | 2021 |
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training—The Case of Cancer Detection IA Reshma, C Franchet, M Gaspard, RT Ionescu, J Mothe, S Cussat-Blanc, ... Journal of Digital Imaging 35 (5), 1326-1349, 2022 | 1 | 2022 |
Training Set Class Distribution Analysis for Deep Learning Model-Application to Cancer Detection IA Reshma, M Gaspard, C Franchet, P Brousset, E Faure, S Mejbri, ... 1st International Conference on Advances in Signal Processing and Artificial …, 2019 | 1 | 2019 |
A Study on the Impact of Class Distribution on Deep Learning-The Case of Histological Images and Cancer Detection IA Reshma, J Mothe, S Cussat-Blanc, H Luga, C Franchet, M Gaspard, ... 2nd Joint Conference of the Information Retrieval Communities in Europe …, 2022 | | 2022 |
Influence de la distribution des classes et évaluation en apprentissage profond-Application à la détection du cancer sur des images histologiques IA Reshma | | 2021 |
Ontology based Supervised Learning for Image Annotation IA Reshma, MZ Ullah 電子情報通信学会技術研究報告= IEICE technical report: 信学技報 114 (172), 41-46, 2014 | | 2014 |
Ontology based Classification for Multi-label Image IA Reshma, MZ Ullah, M Aono | | |