Kinematic Analysis of Fine Motor Skills with the Montoya Staircase and Supervised Machine Learning: A framework from Video Acquisition to Behavioral Analysis Using DeepLabCut for Markerless Pose Estimation

Valentin Fernandez, Malak Zarhaman, Christine Fernandez-Maloigne, Sébastien Brot, Luis Perreira de Almeida, Afsaneh Gaillard

Open source

DOI
10.1523/eneuro.0145-26.2026
Published
2026-11-05
Container
eneuro
Publisher
Society for Neuroscience
Open access
unknown

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BibTeX

@article{allodium:10.1523/eneuro.0145-26.2026,
  title = {Kinematic Analysis of Fine Motor Skills with the Montoya Staircase and Supervised Machine Learning: A framework from Video Acquisition to Behavioral Analysis Using DeepLabCut for Markerless Pose Estimation},
  author = {Valentin Fernandez and Malak Zarhaman and Christine Fernandez-Maloigne and Sébastien Brot and Luis Perreira de Almeida and Afsaneh Gaillard},
  year = {2026},
  journal = {eneuro},
  doi = {10.1523/eneuro.0145-26.2026},
  url = {https://doi.org/10.1523/eneuro.0145-26.2026}
}

RIS

TY  - JOUR
TI  - Kinematic Analysis of Fine Motor Skills with the Montoya Staircase and Supervised Machine Learning: A framework from Video Acquisition to Behavioral Analysis Using DeepLabCut for Markerless Pose Estimation
AU  - Valentin Fernandez
AU  - Malak Zarhaman
AU  - Christine Fernandez-Maloigne
AU  - Sébastien Brot
AU  - Luis Perreira de Almeida
AU  - Afsaneh Gaillard
PY  - 2026
JO  - eneuro
DO  - 10.1523/eneuro.0145-26.2026
UR  - https://doi.org/10.1523/eneuro.0145-26.2026
ER  - 

APA

Fernandez, V., Zarhaman, M., Fernandez-Maloigne, C., Brot, S., Almeida, L. P. D., & Gaillard, A. (2026). Kinematic Analysis of Fine Motor Skills with the Montoya Staircase and Supervised Machine Learning: A framework from Video Acquisition to Behavioral Analysis Using DeepLabCut for Markerless Pose Estimation. eneuro. https://doi.org/10.1523/eneuro.0145-26.2026

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