Clinically integrated multi-modal transformer framework with cross-modal gated fusion and clinical nomogram for automated Kellgren-Lawrence grading of knee osteoarthritis on x-ray images.
- DOI
- 10.1186/s12891-026-10043-4
- Published
- 2026-06-15
- Container
- BMC Musculoskelet Disord
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1186/s12891-026-10043-4,
title = {Clinically integrated multi-modal transformer framework with cross-modal gated fusion and clinical nomogram for automated Kellgren-Lawrence grading of knee osteoarthritis on x-ray images.},
author = {Huang Y and Shao Z and Wang R and Qiu H.},
year = {2026},
journal = {BMC Musculoskelet Disord},
doi = {10.1186/s12891-026-10043-4},
url = {https://doi.org/10.1186/s12891-026-10043-4}
}RIS
TY - JOUR TI - Clinically integrated multi-modal transformer framework with cross-modal gated fusion and clinical nomogram for automated Kellgren-Lawrence grading of knee osteoarthritis on x-ray images. AU - Huang Y AU - Shao Z AU - Wang R AU - Qiu H. PY - 2026 JO - BMC Musculoskelet Disord DO - 10.1186/s12891-026-10043-4 UR - https://doi.org/10.1186/s12891-026-10043-4 ER -
APA
Y, H., Z, S., R, W., & H., Q. (2026). Clinically integrated multi-modal transformer framework with cross-modal gated fusion and clinical nomogram for automated Kellgren-Lawrence grading of knee osteoarthritis on x-ray images.. BMC Musculoskelet Disord. https://doi.org/10.1186/s12891-026-10043-4
Source records
- europe-pmc · retrieved 2026-09-26T13:16:27.440Z
- doaj · retrieved 2026-09-26T13:16:27.414Z