Identifying Post-Surgical Recurrence Subtype of T1-Stage Colorectal Cancer by Machine Learning.

Zhou X, Togashi K, Zhu X, Zhang T, Kajiwara Y, Oka S, Tanaka S, Nakamura T, Takamatsu M, Hotta K, Yamada M, Ikematsu H, Nagata S, Yamada K, Konishi J, Ishihara S, Saitoh Y, Matsuda K, Komori K, Ishiguro M, Tamaru Y, Okuyama T, Ohuchi A, Ohnuma S, Sakamoto K, Sugai T, Ajioka Y, Sugihara K, Ueno H

Open source

DOI: 10.1159/000550959
Published: 2026 Feb 10
Container: Digestion
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 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. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1159/000550959,
  title = {Identifying Post-Surgical Recurrence Subtype of T1-Stage Colorectal Cancer by Machine Learning.},
  author = {Zhou X and Togashi K and Zhu X and Zhang T and Kajiwara Y and Oka S and Tanaka S and Nakamura T and Takamatsu M and Hotta K and Yamada M and Ikematsu H and Nagata S and Yamada K and Konishi J and Ishihara S and Saitoh Y and Matsuda K and Komori K and Ishiguro M and Tamaru Y and Okuyama T and Ohuchi A and Ohnuma S and Sakamoto K and Sugai T and Ajioka Y and Sugihara K and Ueno H},
  year = {2026},
  journal = {Digestion},
  doi = {10.1159/000550959},
  url = {https://doi.org/10.1159/000550959}
}

RIS

TY  - JOUR
TI  - Identifying Post-Surgical Recurrence Subtype of T1-Stage Colorectal Cancer by Machine Learning.
AU  - Zhou X
AU  - Togashi K
AU  - Zhu X
AU  - Zhang T
AU  - Kajiwara Y
AU  - Oka S
AU  - Tanaka S
AU  - Nakamura T
AU  - Takamatsu M
AU  - Hotta K
AU  - Yamada M
AU  - Ikematsu H
AU  - Nagata S
AU  - Yamada K
AU  - Konishi J
AU  - Ishihara S
AU  - Saitoh Y
AU  - Matsuda K
AU  - Komori K
AU  - Ishiguro M
AU  - Tamaru Y
AU  - Okuyama T
AU  - Ohuchi A
AU  - Ohnuma S
AU  - Sakamoto K
AU  - Sugai T
AU  - Ajioka Y
AU  - Sugihara K
AU  - Ueno H
PY  - 2026
JO  - Digestion
DO  - 10.1159/000550959
UR  - https://doi.org/10.1159/000550959
ER  -

APA

X, Z., K, T., X, Z., T, Z., Y, K., S, O., S, T., T, N., M, T., K, H., M, Y., H, I., S, N., K, Y., J, K., S, I., Y, S., K, M., K, K., M, I., Y, T., T, O., A, O., S, O., K, S., T, S., Y, A., K, S., & H, U. (2026). Identifying Post-Surgical Recurrence Subtype of T1-Stage Colorectal Cancer by Machine Learning.. Digestion. https://doi.org/10.1159/000550959

Source records

pubmed · retrieved 2026-09-26T13:45:11.128Z