K-means clustering-based analysis of quantitative ultrafast DCE-MRI for predicting breast cancer response to neoadjuvant chemotherapy.

Ren Z, Fan X, Medved M, Howard FM, Nanda R, Abe H, Kulkarni K, Biernacka A, Chen N, Karczmar GS

DOI: 10.1002/acm2.70439
Published: 2026 Jan
Container: Journal of applied clinical medical physics
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. 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
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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:10.1002/acm2.70439,
  title = {K-means clustering-based analysis of quantitative ultrafast DCE-MRI for predicting breast cancer response to neoadjuvant chemotherapy.},
  author = {Ren Z and Fan X and Medved M and Howard FM and Nanda R and Abe H and Kulkarni K and Biernacka A and Chen N and Karczmar GS},
  year = {2026},
  journal = {Journal of applied clinical medical physics},
  doi = {10.1002/acm2.70439},
  url = {https://doi.org/10.1002/acm2.70439}
}

RIS

TY  - JOUR
TI  - K-means clustering-based analysis of quantitative ultrafast DCE-MRI for predicting breast cancer response to neoadjuvant chemotherapy.
AU  - Ren Z
AU  - Fan X
AU  - Medved M
AU  - Howard FM
AU  - Nanda R
AU  - Abe H
AU  - Kulkarni K
AU  - Biernacka A
AU  - Chen N
AU  - Karczmar GS
PY  - 2026
JO  - Journal of applied clinical medical physics
DO  - 10.1002/acm2.70439
UR  - https://doi.org/10.1002/acm2.70439
ER  -

APA

Z, R., X, F., M, M., FM, H., R, N., H, A., K, K., A, B., N, C., & GS, K. (2026). K-means clustering-based analysis of quantitative ultrafast DCE-MRI for predicting breast cancer response to neoadjuvant chemotherapy.. Journal of applied clinical medical physics. https://doi.org/10.1002/acm2.70439

Source records

pubmed · retrieved 2026-09-26T18:37:15.676Z