Facial Expression Metrics as Digital Biomarkers of Neurologic Disease

Alyssa N. Nylander, Shane Poole, Nathan S. Hsu, Kyra Henderson, Nikki Sisodia, Jaeleene Wijangco, Jim Rowson, Cathra Halabi, Jill L. Ostrem, Simon J. Little, Ethan G. Brown, Adam M. Staffaroni, Riley Bove

Open source

DOI: 10.1212/wn9.0000000000000043
Published: 2025-12
Container: Neurology Open Access
Publisher: Ovid Technologies (Wolters Kluwer Health)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1212/wn9.0000000000000043,
  title = {Facial Expression Metrics as Digital Biomarkers of Neurologic Disease},
  author = {Alyssa N. Nylander and Shane Poole and Nathan S. Hsu and Kyra Henderson and Nikki Sisodia and Jaeleene Wijangco and Jim Rowson and Cathra Halabi and Jill L. Ostrem and Simon J. Little and Ethan G. Brown and Adam M. Staffaroni and Riley Bove},
  year = {2025},
  journal = {Neurology Open Access},
  doi = {10.1212/wn9.0000000000000043},
  url = {https://doi.org/10.1212/wn9.0000000000000043}
}

RIS

TY  - JOUR
TI  - Facial Expression Metrics as Digital Biomarkers of Neurologic Disease
AU  - Alyssa N. Nylander
AU  - Shane Poole
AU  - Nathan S. Hsu
AU  - Kyra Henderson
AU  - Nikki Sisodia
AU  - Jaeleene Wijangco
AU  - Jim Rowson
AU  - Cathra Halabi
AU  - Jill L. Ostrem
AU  - Simon J. Little
AU  - Ethan G. Brown
AU  - Adam M. Staffaroni
AU  - Riley Bove
PY  - 2025
JO  - Neurology Open Access
DO  - 10.1212/wn9.0000000000000043
UR  - https://doi.org/10.1212/wn9.0000000000000043
ER  -

APA

Nylander, A. N., Poole, S., Hsu, N. S., Henderson, K., Sisodia, N., Wijangco, J., Rowson, J., Halabi, C., Ostrem, J. L., Little, S. J., Brown, E. G., Staffaroni, A. M., & Bove, R. (2025). Facial Expression Metrics as Digital Biomarkers of Neurologic Disease. Neurology Open Access. https://doi.org/10.1212/wn9.0000000000000043

Source records

crossref · retrieved 2026-09-26T07:45:06.362Z