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2020 – today
- 2023
[c6]Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournède, Stergios Christodoulidis:
Structured State Space Models for Multiple Instance Learning in Digital Pathology. MICCAI (1) 2023: 594-604- [i5]Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournède, Stergios Christodoulidis:
Structured State Space Models for Multiple Instance Learning in Digital Pathology. CoRR abs/2306.15789 (2023) - 2022
- [c5]Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis
:
Region-Guided CycleGANs for Stain Transfer in Whole Slide Images. MICCAI (2) 2022: 356-365 - [i4]Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis:
Region-guided CycleGANs for Stain Transfer in Whole Slide Images. CoRR abs/2208.12847 (2022) - [i3]Cameron Dahan, Stergios Christodoulidis, Maria Vakalopoulou, Joseph Boyd:
Artifact Removal in Histopathology Images. CoRR abs/2211.16161 (2022) - 2021
- [c4]Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou:
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology. ICCVW 2021: 639-647 - [i2]Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou:
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology. CoRR abs/2109.03299 (2021) - 2020
- [b1]Joseph Boyd:
Deep learning for computational phenotyping in cell-based assays. (Apprentissage profond pour le phénotypage computationnel dans les essais cellulaires). Paris Sciences et Lettres University, France, 2020 - [j1]Joseph Boyd, Alice Pinheiro, Elaine Del Nery, Fabien Reyal, Thomas Walter:
Domain-invariant features for mechanism of action prediction in a multi-cell-line drug screen. Bioinform. 36(5): 1607-1613 (2020) - [c3]Joseph Boyd, Zelia Gouveia, Franck Perez, Thomas Walter:
Experimentally-Generated Ground Truth for Detecting Cell Types in an Image-Based Immunotherapy Screen. ISBI 2020: 886-890
2010 – 2019
- 2019
- [c2]Peter Naylor, Joseph Boyd, Marick Laé, Fabien Reyal, Thomas Walter:
Predicting Residual Cancer Burden In A Triple Negative Breast Cancer Cohort. ISBI 2019: 933-937 - [i1]Beyrem Khalfaoui, Joseph Boyd, Jean-Philippe Vert:
ASNI: Adaptive Structured Noise Injection for shallow and deep neural networks. CoRR abs/1909.09819 (2019) - 2018
- [c1]Joseph Boyd, Alice Pinhiero, Elaine Del Nery, Fabien Reyal, Thomas Walter:
Analysing double-strand breaks in cultured cells for drug screening applications by causal inference. ISBI 2018: 445-448
Coauthor Index
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