Open Science

Explore our open access publications, data and models

Open code

GitHub
FEDECA
Code repository associated with the FedECA article.
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GitHub
PyDESeq2
A Python implementation of the DESeq2 pipeline for bulk RNA-seq DEA.
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Hugging Face
Phikon v2
A Vision Transformer Large pretrained with Dinov2 self-supervised method on PANCAN-XL.
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Hugging Face
Phikon
A self-supervised learning model for histopathology trained with iBOT.
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huggingface.co/owkin

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github.com/owkin

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Open-access publications and preprints

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Biology
Detection and characterization of MRI breast lesions using deep learning
Paul Hérent
et al.
Pub:
Diagnostic & Interventional Imaging
Apr 22, 2019
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Biology
Diagnosis of focal liver lesions from ultrasound using deep learning
Benoit Schmauch
et al.
Pub:
Diagnostic & Interventional Imaging
Apr 22, 2019
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Biology
How to estimate the age of your brain with MRI data
Simon Jegou
et al.
Pub:
Medium
Mar 1, 2019
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ML
Deterministic and generalized framework for unsupervised learning with restricted boltzmann machines
Eric Tramel
et al.
Pub:
Physical Review X
Oct 7, 2018
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Biology
Brain age prediction of healthy subjects on anatomic MRI with deep learning: going beyond with an" explainable AI
Paul Hérent
et al.
Pub:
BioRxiv
Sep 9, 2018
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ML
Classification and disease localization in histopathology using only global labels: A weakly-supervised approach
Pierre Courtiol
et al.
Pub:
Arxiv
Feb 1, 2018
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Research
Robust Detection of Covariate-Treatment Interactions in Clinical Trials
Baptiste Goujaud
et al.
Pub:
Arxiv
Dec 21, 2017
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