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Annotating Satellite Images of Forests with Keywords from a Specialized Corpus in the Context of Change Detection

 Ismat Ara Reshma , Camille Franchet , Margot Gaspard , Radu Tudor Ionescu , Josiane Mothe , et al.
20th International Conference on Content-based Multimedia Indexing (CBMI 2023), Sep 2023, Orléans, France. pp.14-20, ⟨10.1145/3617233.3617242⟩
Communication dans un congrès hal-04404237v1
Image document

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
36th ACM/SIGAPP Symposium on Applied Computing (SAC 2021), Association for Computing Machinery (ACM) - Special Interest Group on Applied Computing (SIGAPP), Mar 2021, Virtual Event, South Korea
Communication dans un congrès hal-03057209v1
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Training Set Class Distribution Analysis for Deep Learning Model - Application to Cancer Detection

 Ismat Ara Reshma , Margot Gaspard , Camille Franchet , Pierre Brousset , Emmanuel Faure , et al.
1st International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI 2019), Mar 2019, Barcelona, Spain. pp.123-127
Communication dans un congrès hal-02891748v1

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 , et al.
Journal of Digital Imaging, 2022, 35 (5), pp.1326--1349. ⟨10.1007/s10278-022-00618-7⟩
Article dans une revue hal-04447716v1

A Study on the Impact of Class Distribution on Deep Learning - The Case of Histological Images and Cancer Detection

 Ismat Ara Reshma , Josiane Mothe , Sylvain Cussat-Blanc , Hervé Luga , Camille Franchet , et al.
2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), Jul 2022, Samatan, Gers, France. pp.1-5
Communication dans un congrès hal-03853768v1
Image document

Finding a Suitable Class Distribution for Building Histological Images Data Sets Used in Deep Model Training - the Case of Cancer Detection

 Ismat Ara Reshma , Camille Franchet , Margot Gaspard , Radu Tudor Ionescu , Josiane Mothe , et al.
Journal of Digital Imaging, In press, pp.1-25
Article dans une revue hal-03604324v1
Image document

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 , et al.
6th International conference on BioImaging (BIOIMAGING 2019), Feb 2019, Prague, Czech Republic. pp.120-128, ⟨10.5220/0007406601200128⟩
Communication dans un congrès hal-02092926v1
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