Multi-Aspect Knowledge-Enhanced Dermatological Vision-Language Pretraining with Multi-Agent Data Generation
- DOI
- 10.1109/tmi.2026.3723004
- Published
- 2026
- Container
- IEEE Transactions on Medical Imaging
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- 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:10.1109/tmi.2026.3723004,
title = {Multi-Aspect Knowledge-Enhanced Dermatological Vision-Language Pretraining with Multi-Agent Data Generation},
author = {Xieji Li and Siyuan Yan and Yingsheng Liu and H. Peter Soyer and Monika Janda and Victoria Mar and Zongyuan Ge},
year = {2026},
journal = {IEEE Transactions on Medical Imaging},
doi = {10.1109/tmi.2026.3723004},
url = {https://doi.org/10.1109/tmi.2026.3723004}
}RIS
TY - JOUR TI - Multi-Aspect Knowledge-Enhanced Dermatological Vision-Language Pretraining with Multi-Agent Data Generation AU - Xieji Li AU - Siyuan Yan AU - Yingsheng Liu AU - H. Peter Soyer AU - Monika Janda AU - Victoria Mar AU - Zongyuan Ge PY - 2026 JO - IEEE Transactions on Medical Imaging DO - 10.1109/tmi.2026.3723004 UR - https://doi.org/10.1109/tmi.2026.3723004 ER -
APA
Li, X., Yan, S., Liu, Y., Soyer, H. P., Janda, M., Mar, V., & Ge, Z. (2026). Multi-Aspect Knowledge-Enhanced Dermatological Vision-Language Pretraining with Multi-Agent Data Generation. IEEE Transactions on Medical Imaging. https://doi.org/10.1109/tmi.2026.3723004
Source records
- crossref · retrieved 2026-09-25T06:11:26.804Z