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Ismat Ara Reshma
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2020 – today
- 2022
- [j1]Ismat Ara Reshma
, Camille Franchet, Margot Gaspard, Radu Tudor Ionescu, Josiane Mothe
, Sylvain Cussat-Blanc, Hervé Luga, Pierre Brousset:
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training - The Case of Cancer Detection. J. Digit. Imaging 35(5): 1326-1349 (2022) - [c5]Ismat Ara Reshma, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Camille Franchet, Margot Gaspard, Pierre Brousset, Radu Tudor Ionescu:
A Study on the Impact of Class Distribution on Deep Learning - The Case of Histological Images and Cancer Detection - Extended Abstract. CIRCLE 2022 - 2021
- [c4]Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu, Hervé Luga, Josiane Mothe:
Natural vs balanced distribution in deep learning on whole slide images for cancer detection. SAC 2021: 18-25 - 2020
- [i1]Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu, Hervé Luga, Josiane Mothe:
Natural vs Balanced Distribution in Deep Learning on Whole Slide Images for Cancer Detection. CoRR abs/2012.11684 (2020)
2010 – 2019
- 2019
- [c3]Sonia Mejbri, Camille Franchet, Ismat Ara Reshma, Josiane Mothe, Pierre Brousset, Emmanuel Faure
:
Deep Analysis of CNN Settings for New Cancer Whole-slide Histological Images Segmentation: The Case of Small Training Sets. BIOIMAGING 2019: 120-128 - 2014
- [c2]Ismat Ara Reshma, Md. Zia Ullah, Masaki Aono:
KDEVIR at ImageCLEF 2014 Scalable Concept Image Annotation Task: Ontology based Automatic Image Annotation. CLEF (Working Notes) 2014: 386-397 - 2013
- [c1]Ismat Ara Reshma, Md. Zia Ullah, Masaki Aono:
KDEVIR at ImageCLEF 2013 Image Annotation Subtask. CLEF (Working Notes) 2013
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