GCGC website

Publications

Tue, 12 May 2026 00:04:08 +0200

Tackling multinucleation: a call for automated detection in time-lapse embryo monitoring

@article{Nogueira2025,
author={Nogueira, D. and Canat, G. and Gidel-Dissler, N. and Elkhatib, I. and Boussommier, A.},
title={Tackling multinucleation: a call for automated detection in time-lapse embryo monitoring},
journal={Journal of Assisted Reproduction and Genetics},
year={2025},
month={Jan},
day={01},
volume={42},
number={1},
pages={345-346},
issn={1573-7330},
}

A novel deep learning approach to identify embryo morphokinetics in multiple time lapse systems

@article{canat2024novel,
author={Canat, Guillaume and Duval, Antonin and Gidel-Dissler, Nina and Boussommier-Calleja, Alexandra},
title={A novel deep learning approach to identify embryo morphokinetics in multiple time lapse systems},
journal={Scientific Reports},
year={2024},
month={Nov},
day={22},
volume={14},
number={1},
pages={29016},
}

Uncovering the association between embryo development and early pregnancy loss using artificial intelligence annotated kinetic events

About

Mon, 11 May 2026 23:36:14 +0200

From finance to ML and Computer Vision

Hello, I’m Guillaume. I studied mathematics in the early 2000s and worked in finance for 12+ years. Then I needed a change and decided to go back to my roots and embrace the inner geek that was always in me :)

So I went back to school and got an MSc in Machine Learning (Telecom Paris). This was super fun, I enjoyed so much learning new things in a field that is both practical and theoretical.

Easy navigation in native Vim

Mon, 11 May 2026 23:00:45 +0200

Introduction

In the days of fancy plugins super charging vim to make it look like a fully fledged IDE, I sometimes like to go back to the basics and (re)discover how vim often already has something builtin to do things, albeit maybe in a slightly different way.

Before LSP was a thing, tags were already there to help us navigate a codebase and we also have the :compiler command to run linters and populate the quickfix list with errors. Before fuzzy finders were all the rage, we already had :edit, :find and the argument list.