Bridging online behavior and clinical insight: A longitudinal LLM-based study of suicidality on YouTube reveals novel digital markers

Ilanit Sobol, Shir Lissak, Refael Tikochinski, Tal Nakash, Anat Brunstein Klomek, Eyal Fruchter, Roi Reichart

Open source

DOI: 10.1016/j.jad.2025.121072
Published: 2026-05
Container: Journal of Affective Disorders
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.jad.2025.121072,
  title = {Bridging online behavior and clinical insight: A longitudinal LLM-based study of suicidality on YouTube reveals novel digital markers},
  author = {Ilanit Sobol and Shir Lissak and Refael Tikochinski and Tal Nakash and Anat Brunstein Klomek and Eyal Fruchter and Roi Reichart},
  year = {2026},
  journal = {Journal of Affective Disorders},
  doi = {10.1016/j.jad.2025.121072},
  url = {https://doi.org/10.1016/j.jad.2025.121072}
}

RIS

TY  - JOUR
TI  - Bridging online behavior and clinical insight: A longitudinal LLM-based study of suicidality on YouTube reveals novel digital markers
AU  - Ilanit Sobol
AU  - Shir Lissak
AU  - Refael Tikochinski
AU  - Tal Nakash
AU  - Anat Brunstein Klomek
AU  - Eyal Fruchter
AU  - Roi Reichart
PY  - 2026
JO  - Journal of Affective Disorders
DO  - 10.1016/j.jad.2025.121072
UR  - https://doi.org/10.1016/j.jad.2025.121072
ER  -

APA

Sobol, I., Lissak, S., Tikochinski, R., Nakash, T., Klomek, A. B., Fruchter, E., & Reichart, R. (2026). Bridging online behavior and clinical insight: A longitudinal LLM-based study of suicidality on YouTube reveals novel digital markers. Journal of Affective Disorders. https://doi.org/10.1016/j.jad.2025.121072

Source records

crossref · retrieved 2026-09-25T22:40:37.338Z