Human-in-the-Loop Enhances Machine Learning Inference in Intraoperative Optical Coherence Tomography Glioma Imaging.
- DOI
- 10.3390/medsci14020263
- Published
- 2026 May 20
- Container
- Medical sciences (Basel, Switzerland)
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- supportingOpen access status: Normalized open-access status: open.
- 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.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.3390/medsci14020263,
title = {Human-in-the-Loop Enhances Machine Learning Inference in Intraoperative Optical Coherence Tomography Glioma Imaging.},
author = {Zinatullin R and Sovetsky A and Grishin A and Kiseleva E and Kukhnina L and Korikova S and Matveyev A and Zaitsev V and Yashin K and Matveev L},
year = {2026},
journal = {Medical sciences (Basel, Switzerland)},
doi = {10.3390/medsci14020263},
url = {https://doi.org/10.3390/medsci14020263}
}RIS
TY - JOUR TI - Human-in-the-Loop Enhances Machine Learning Inference in Intraoperative Optical Coherence Tomography Glioma Imaging. AU - Zinatullin R AU - Sovetsky A AU - Grishin A AU - Kiseleva E AU - Kukhnina L AU - Korikova S AU - Matveyev A AU - Zaitsev V AU - Yashin K AU - Matveev L PY - 2026 JO - Medical sciences (Basel, Switzerland) DO - 10.3390/medsci14020263 UR - https://doi.org/10.3390/medsci14020263 ER -
APA
R, Z., A, S., A, G., E, K., L, K., S, K., A, M., V, Z., K, Y., & L, M. (2026). Human-in-the-Loop Enhances Machine Learning Inference in Intraoperative Optical Coherence Tomography Glioma Imaging.. Medical sciences (Basel, Switzerland). https://doi.org/10.3390/medsci14020263
Source records
- pubmed · retrieved 2026-09-24T22:15:15.173Z