Joseph Boyd

According to our database, Joseph Boyd authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Structured State Space Models for Multiple Instance Learning in Digital Pathology.

Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournède, Stergios Christodoulidis

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Artifact Removal in Histopathology Images.

Cameron Dahan, Stergios Christodoulidis, Maria Vakalopoulou, Joseph Boyd

CoRR, 2022

Region-Guided CycleGANs for Stain Transfer in Whole Slide Images.

Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology.

Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Deep learning for computational phenotyping in cell-based assays. (Apprentissage profond pour le phénotypage computationnel dans les essais cellulaires).

Joseph Boyd

PhD thesis, 2020

Domain-invariant features for mechanism of action prediction in a multi-cell-line drug screen.

Joseph Boyd, Alice Pinheiro, Elaine Del Nery, Fabien Reyal, Thomas Walter

Bioinform., 2020

Experimentally-Generated Ground Truth for Detecting Cell Types in an Image-Based Immunotherapy Screen.

Joseph Boyd, Zelia Gouveia, Franck Perez, Thomas Walter

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

ASNI: Adaptive Structured Noise Injection for shallow and deep neural networks.

Beyrem Khalfaoui, Joseph Boyd, Jean-Philippe Vert

CoRR, 2019

Predicting Residual Cancer Burden In A Triple Negative Breast Cancer Cohort.

Peter Naylor, Joseph Boyd, Marick Laé, Fabien Reyal, Thomas Walter

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Analysing double-strand breaks in cultured cells for drug screening applications by causal inference.

Joseph Boyd, Alice Pinhiero, Elaine Del Nery, Fabien Reyal, Thomas Walter

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018