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Merge pull request #10 from duchesnay/gh-pages
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New log + new people + signature page
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AGrigis authored Oct 22, 2024
2 parents 8405fcb + 765e208 commit 1f6d84e
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25 changes: 13 additions & 12 deletions README.md
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Expand Up @@ -49,18 +49,19 @@ Note: For the research collection, you will have to add a new `research_<CATEGOR

Jekyll:

- sudo apt install ruby-dev
- echo '# Install Ruby Gems to ~/gems' >> ~/.bashrc
- echo 'export GEM_HOME="$HOME/gems"' >> ~/.bashrc
- echo 'export PATH="$HOME/gems/bin:$PATH"' >> ~/.bashrc
- source ~/.bashrc
- gem install jekyll bundler
- cd $MYPROJECT
- bundle init
- bundle add jekyll webrick
- bundle install
- bundle exec jekyll serve --livereload --port 8080

```
sudo apt install ruby-dev
echo '# Install Ruby Gems to ~/gems' >> ~/.bashrc
echo 'export GEM_HOME="$HOME/gems"' >> ~/.bashrc
echo 'export PATH="$HOME/gems/bin:$PATH"' >> ~/.bashrc
source ~/.bashrc
gem install jekyll bundler
cd $MYPROJECT
bundle init
bundle add jekyll webrick
bundle install
bundle exec jekyll serve --livereload --port 8080
```

For Bibtex conversion:

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14 changes: 9 additions & 5 deletions _collections/_labs/gaia_signature.md
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<div class="content">
<header><p>{{ page.title }} team</p></header>
<p>
The signature team focuses on the design of cutting-edge machine learning and statistical models to uncover neural signatures that can predict psychiatric disorders. Our goal is to harness the power of data by overseeing the effective management of multiple large-scale national and European initiatives. This will allow us to train and refine AI models to their fullest potential.
​The signature team focuses on the design of cutting-edge machine learning and statistical models to uncover neural signatures that can predict psychiatric disorders. Our goal is to harness the power of data by overseeing the effective management of multiple large-scale national and European initiatives. This will allow us to train and refine AI models to their fullest potential.
</p>
<p>
<b> Leader: </b>
<script>mail2("{{page.leader | replace: " ", "." | downcase}}", "cea", 3, "", "{{page.leader}}")</script>
</p>

</div>
<span class="image object">
<img src="{{site.url}}{{site.baseurl}}/images/labs/{{page.icon}}" alt="" />
</span>

</section>



<!-- Content -->
<br>
Artificial Intelligence (AI) combined with neuroimaging opens up possibilities for personalized medicine. With this long-term objective, we developed four lines of research:

<span style='font-size:30px;'>&#8594;</span> MODELS TO PRODUCE INT​​​ERPRETABLE BRAIN SIGNATURES OF DISORDERS
**MODELS TO PRODUCE INT​​​ERPRETABLE BRAIN SIGNATURES OF DISORDERS**

We investigated new predictive linear models that integrate prior biological knowledge to force the solution to adhere to biological priors, producing more plausible interpretable signatures. These models have been used to uncover an anatomical pattern of schizophrenia and a functional pattern for hallucinations. We embraced the applied mathematic challenge of creating scalable optimization solvers [for high-dimensional neuroimaging data while being flexible enough to integrate various priors.

<span style='font-size:30px;'>&#8594;</span> MODELS TO ​​BRIDGE THE GAP BETWEEN BIG AND SMALL DATA
**MODELS TO ​​BRIDGE THE GAP BETWEEN BIG AND SMALL DATA**

Thanks to the award of a Chair in AI (2020-2025), we proposed new weakly-supervised deep neural networks that are pre-trained on large datasets of controls, using auxiliary information such as “age” to improve the embedded representation of the general variability. Models are then transferred to smaller samples of patients to reveal the specific signal associated with psychiatric disorders.

<span style='font-size:30px;'>&#8594;</span> MODELS FOR PA​​​TIENTS’ STRATIFICATION ​​INTO HOMOGENEOUS SUBGROUPS
**MODELS FOR PA​​​TIENTS’ STRATIFICATION ​​INTO HOMOGENEOUS SUBGROUPS**

With shared etiologies for individualized therapeutic strategy.

<span style='font-size:30px;'>&#8594;</span> UNLOCKING TH​​​E DATA ACCESS
**UNLOCKING TH​​​E DATA ACCESS**

Learning models require collecting more and better data (wide and deep phenotyping). First, we tackled the “big data challenge” by aggregating open datasets (UKB, ABCD, HBN) into an interoperable database. Second, we actively contributed and will continue to play a major role to the emergence of deeply phenotyped datasets by leading the data management and analysis of several large European and national projects (PEPR PROPSY, RHUs FAME and PsyCARE, European project R-LiNK). ​
11 changes: 11 additions & 0 deletions _collections/_people/gaia_J-li.md
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---
layout:
name: Jinpeng Li
desc: Research Engineer 2013-2014 (under superv. E Duchesnay)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2013
---

2 changes: 1 addition & 1 deletion _collections/_people/gaia_a-gaudin.md
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---
layout:
name: Aymerci Gaudin
desc:
desc: Research Engineer
position: engineer
cat: gaia
subcat: platform
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2 changes: 1 addition & 1 deletion _collections/_people/gaia_a-grigis.md
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---
layout:
name: Antoine Grigis
desc: HdR
desc: Research Engineer, PhD, HdR
position: engineer
cat: gaia
subcat: platform
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11 changes: 11 additions & 0 deletions _collections/_people/gaia_b-dolle.md
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---
layout:
name: Bérangère Dollé
desc: Engineer 2022-2024 (under co-superv. E Duchesnay, A Grigis)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2022
---

2 changes: 1 addition & 1 deletion _collections/_people/gaia_c-fischer.md
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---
layout:
name: Clara Fischer
desc:
desc: Research Engineer
position: engineer
cat: gaia
subcat: cati
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2 changes: 1 addition & 1 deletion _collections/_people/gaia_c-philippe.md
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---
layout:
name: Cathy Philippe
desc: PhD
desc: Research Scientist
position: pi
cat: gaia
subcat: brainomics
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11 changes: 11 additions & 0 deletions _collections/_people/gaia_c-pinaud.md
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---
layout:
name: Clémence Pinaud
desc: Engineer 2014 (under superv. E Duchesnay)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2014
---

2 changes: 1 addition & 1 deletion _collections/_people/gaia_d-papadopoulos.md
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---
layout:
name: Dimitri Papadopoulos
desc: PhD
desc: Research Engineer, PhD
position: engineer
cat: gaia
subcat: platform
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2 changes: 1 addition & 1 deletion _collections/_people/gaia_d-riviere.md
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---
layout:
name: Denis Rivière
desc: PhD
desc: Research Scientist
position: pi
cat: gaia
subcat: architecture
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2 changes: 1 addition & 1 deletion _collections/_people/gaia_e-duchesnay.md
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---
layout:
name: Edouard Duchesnay
desc: HdR
desc: Head of Laboratory, Research Director
position: pi
cat: gaia
subcat: signature
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11 changes: 11 additions & 0 deletions _collections/_people/gaia_f-hadj-selem.md
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---
layout:
name: Fouad Hadj Selem
desc: PostDoc 2013-2015 (under superv. E Duchesnay)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2013
---

2 changes: 1 addition & 1 deletion _collections/_people/gaia_i-uszynski.md
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---
layout:
name: Ivy Uszynski
desc: PhD
desc: Research Engineer, PhD
position: engineer
cat: gaia
subcat: ginkgo
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11 changes: 11 additions & 0 deletions _collections/_people/gaia_j-victor.md
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---
layout:
name: Julie Victor
desc: Engineer 2019-2022 (under co-superv. E Duchesnay, A Grigis)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2019
---

3 changes: 2 additions & 1 deletion _collections/_people/gaia_jf-mangin.md
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---
layout:
name: Jean-François Mangin
desc: HdR
desc: Head of BAOBAB research unit, Research Director
position: pi
cat: gaia
subcat: architecture
site: https://sites.google.com/view/jfmangin/
avatar:
joined: 2006
---
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11 changes: 11 additions & 0 deletions _collections/_people/gaia_l-dorval.md
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---
layout:
name: Loic Dorval
desc: Engineer 2021-2024 (under co-superv. E Duchesnay, A Grigis)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2021
---

11 changes: 11 additions & 0 deletions _collections/_people/gaia_m-dubois.md
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---
layout:
name: Mathieu Dubois
desc: PostDoc 2013-2014 (under superv. E Duchesnay)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2013
---

2 changes: 1 addition & 1 deletion _collections/_people/gaia_p-auriau.md
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---
layout:
name: Pierre Auriai
name: Pierre Auriau
desc: PhD 2025 (prepared under co-superv. E Duchesnay, JF Mangin, P Gorin, A Grigis)
position: gradstudent
cat: gaia
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12 changes: 12 additions & 0 deletions _collections/_people/gaia_p-favre.md
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---
layout:
name: Pauline Favre
desc: PostDoc 2016 (under co-superv. E Duchesnay, J. Houenou, and JF Mangin)
position: alumni
cat: gaia
subcat: signature
site: http://pauline.favre-univ.fr/
avatar:
joined: 2013
---

11 changes: 11 additions & 0 deletions _collections/_people/gaia_p-gori.md
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---
layout:
name: Pietro Gori
desc: PostDoc 2016 (under superv. E Duchesnay)
position: alumni
cat: gaia
subcat: signature
avatar:
joined: 2013
---

11 changes: 11 additions & 0 deletions _collections/_people/gaia_r-vock.md
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---
layout:
name: Raphael Vock
desc: PhD 2027 (prepared under co-superv. E Duchesnay, A Grigis)
position: gradstudent
cat: gaia
subcat: signature
avatar:
joined: 2024
---

11 changes: 11 additions & 0 deletions _collections/_people/gaia_s-petiton.md
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---
layout:
name: Sara Petiton
desc: PhD 2025 (prepared under co-superv. E Duchesnay, A Grigis)
position: gradstudent
cat: gaia
subcat: signature
avatar:
joined: 2022
---

12 changes: 12 additions & 0 deletions _collections/_people/gaia_t-lofstedt.md
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---
layout:
name: Tommy Lofstedt
desc: PostDoc 2013-2015 (under superv. E Duchesnay)
position: alumni
cat: gaia
subcat: signature
site: https://www.umu.se/en/staff/tommy-lofstedt/
avatar:
joined: 2013
---

2 changes: 1 addition & 1 deletion _collections/_people/gaia_v-frouin.md
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---
layout:
name: Vincent Frouin
desc: HdR
desc: Research Director
position: pi
cat: gaia
subcat: brainomics
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2 changes: 1 addition & 1 deletion _collections/_people/gaia_y-cointepas.md
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---
layout:
name: Yann Cointepas
desc: PhD
desc: Research Engineer
position: engineer
cat: gaia
subcat: cati
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