Longitudinal symptom severity tracking in vagus nerve stimulation patients: a 2-stage LLM-based pipeline with explainable AI
- DOI
- 10.1093/jamiaopen/ooag195
- Published
- 2026-09-09
- Container
- JAMIA Open
- Publisher
- Oxford University Press (OUP)
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1093/jamiaopen/ooag195,
title = {Longitudinal symptom severity tracking in vagus nerve stimulation patients: a 2-stage LLM-based pipeline with explainable AI},
author = {Vedansh Thakkar and Greg M Silverman and Maura Putzer and Abhinab Kc and Sana Ikramuddin and Tanya Melnik and Nicholas E Ingraham and Nathan Keller and Samantha King and Emma Jones and Angela Bailey and Genevieve B Melton and Christopher Tignanelli},
year = {2026},
journal = {JAMIA Open},
doi = {10.1093/jamiaopen/ooag195},
url = {https://doi.org/10.1093/jamiaopen/ooag195}
}RIS
TY - JOUR TI - Longitudinal symptom severity tracking in vagus nerve stimulation patients: a 2-stage LLM-based pipeline with explainable AI AU - Vedansh Thakkar AU - Greg M Silverman AU - Maura Putzer AU - Abhinab Kc AU - Sana Ikramuddin AU - Tanya Melnik AU - Nicholas E Ingraham AU - Nathan Keller AU - Samantha King AU - Emma Jones AU - Angela Bailey AU - Genevieve B Melton AU - Christopher Tignanelli PY - 2026 JO - JAMIA Open DO - 10.1093/jamiaopen/ooag195 UR - https://doi.org/10.1093/jamiaopen/ooag195 ER -
APA
Thakkar, V., Silverman, G. M., Putzer, M., Kc, A., Ikramuddin, S., Melnik, T., Ingraham, N. E., Keller, N., King, S., Jones, E., Bailey, A., Melton, G. B., & Tignanelli, C. (2026). Longitudinal symptom severity tracking in vagus nerve stimulation patients: a 2-stage LLM-based pipeline with explainable AI. JAMIA Open. https://doi.org/10.1093/jamiaopen/ooag195
Source records
- crossref · retrieved 2026-11-06T12:06:46.885Z