Real-Time Influenza Surveillance Using DeepSeek-Augmented BERT Classification on Chinese Social Media: Infodemiology Study
- DOI
- 10.2196/98164
- Published
- 2026-10-27
- Container
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.2196/98164,
title = {Real-Time Influenza Surveillance Using DeepSeek-Augmented BERT Classification on Chinese Social Media: Infodemiology Study},
author = {Shikai Chen and Chai Zhang and Xiyi Chen and Yan Zhao and Yuanyuan Zhang and Hao Zhang and Xiaofei Bian},
year = {2026},
journal = {Journal of Medical Internet Research},
doi = {10.2196/98164},
url = {https://doi.org/10.2196/98164}
}RIS
TY - JOUR TI - Real-Time Influenza Surveillance Using DeepSeek-Augmented BERT Classification on Chinese Social Media: Infodemiology Study AU - Shikai Chen AU - Chai Zhang AU - Xiyi Chen AU - Yan Zhao AU - Yuanyuan Zhang AU - Hao Zhang AU - Xiaofei Bian PY - 2026 JO - Journal of Medical Internet Research DO - 10.2196/98164 UR - https://doi.org/10.2196/98164 ER -
APA
Chen, S., Zhang, C., Chen, X., Zhao, Y., Zhang, Y., Zhang, H., & Bian, X. (2026). Real-Time Influenza Surveillance Using DeepSeek-Augmented BERT Classification on Chinese Social Media: Infodemiology Study. Journal of Medical Internet Research. https://doi.org/10.2196/98164
Source records
- crossref · retrieved 2026-11-10T06:05:42.066Z