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Convolutional neural network MRI segmentation for fast and robust optimization of transcranial electrical current stimulation of the human brain

Carla Sendra-Balcells, View ORCID ProfileRicardo Salvador, Juan B. Pedro, M C Biagi, View ORCID ProfileCharlène Aubinet, Brad Manor, Aurore Thibaut, Steven Laureys, View ORCID ProfileKarim Lekadir, View ORCID ProfileGiulio Ruffini
doi: https://doi.org/10.1101/2020.01.29.924985
Carla Sendra-Balcells
1Neuroelectrics, Av. Tibidabo 47bis, Barcelona, Spain
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Ricardo Salvador
1Neuroelectrics, Av. Tibidabo 47bis, Barcelona, Spain
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  • ORCID record for Ricardo Salvador
Juan B. Pedro
2Starlab Barcelona SL, Av. Tibidabo 47bis, Barcelona, Spain
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M C Biagi
1Neuroelectrics, Av. Tibidabo 47bis, Barcelona, Spain
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Charlène Aubinet
4Coma Science Group, GIGA-Consciousness, University of Liege & Brain Clinic, University Hospital of Liege, Liege, Belgium
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  • ORCID record for Charlène Aubinet
Brad Manor
5Institute for Aging Research, Hebrew SeniorLife, Roslindale, MA, USA, Beth Israel Deaconess Medical Center, Boston, MA, USA, Harvard Medical School, Boston, MA, USA
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Aurore Thibaut
4Coma Science Group, GIGA-Consciousness, University of Liege & Brain Clinic, University Hospital of Liege, Liege, Belgium
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Steven Laureys
4Coma Science Group, GIGA-Consciousness, University of Liege & Brain Clinic, University Hospital of Liege, Liege, Belgium
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Karim Lekadir
3Artificial Intelligence in Medicine Lab, Universitat de Barcelona, Dpt. Matemàtiques & Informàtica
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  • ORCID record for Karim Lekadir
Giulio Ruffini
1Neuroelectrics, Av. Tibidabo 47bis, Barcelona, Spain
2Starlab Barcelona SL, Av. Tibidabo 47bis, Barcelona, Spain
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  • ORCID record for Giulio Ruffini
  • For correspondence: giulio.ruffini@neuroelectrics.com
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Article Information

doi 
https://doi.org/10.1101/2020.01.29.924985
History 
  • January 29, 2020.

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  • You are currently viewing Version 1 of this article (January 29, 2020 - 19:39).
  • View Version 2, the most recent version of this article.
Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.

Author Information

  1. Carla Sendra-Balcells1,
  2. Ricardo Salvador1,
  3. Juan B. Pedro2,
  4. M C Biagi1,
  5. Charlène Aubinet4,
  6. Brad Manor5,
  7. Aurore Thibaut4,
  8. Steven Laureys4,
  9. Karim Lekadir3 and
  10. Giulio Ruffini*,1,2
  1. 1Neuroelectrics, Av. Tibidabo 47bis, Barcelona, Spain
  2. 2Starlab Barcelona SL, Av. Tibidabo 47bis, Barcelona, Spain
  3. 3Artificial Intelligence in Medicine Lab, Universitat de Barcelona, Dpt. Matemàtiques & Informàtica
  4. 4Coma Science Group, GIGA-Consciousness, University of Liege & Brain Clinic, University Hospital of Liege, Liege, Belgium
  5. 5Institute for Aging Research, Hebrew SeniorLife, Roslindale, MA, USA, Beth Israel Deaconess Medical Center, Boston, MA, USA, Harvard Medical School, Boston, MA, USA
  1. ↵*Corresponding author — giulio.ruffini{at}neuroelectrics.com
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Posted January 29, 2020.
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Convolutional neural network MRI segmentation for fast and robust optimization of transcranial electrical current stimulation of the human brain
Carla Sendra-Balcells, Ricardo Salvador, Juan B. Pedro, M C Biagi, Charlène Aubinet, Brad Manor, Aurore Thibaut, Steven Laureys, Karim Lekadir, Giulio Ruffini
bioRxiv 2020.01.29.924985; doi: https://doi.org/10.1101/2020.01.29.924985
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Convolutional neural network MRI segmentation for fast and robust optimization of transcranial electrical current stimulation of the human brain
Carla Sendra-Balcells, Ricardo Salvador, Juan B. Pedro, M C Biagi, Charlène Aubinet, Brad Manor, Aurore Thibaut, Steven Laureys, Karim Lekadir, Giulio Ruffini
bioRxiv 2020.01.29.924985; doi: https://doi.org/10.1101/2020.01.29.924985

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