Integrating imaging and mathematical modeling to predict and optimize patient outcomes in oncology.

Patel RJS, Das A, Anil A, Patel G, Woodall RT, Christenson C, Thiagarajan T, Lima EABF, Lorenzo G, Hormuth DA 2nd, Rockne RC, Adhikarla V, Wu C, Yankeelov TE

Open source

DOI: 10.1038/s41540-026-00764-6
Published: 2026 Jun 10
Container: NPJ systems biology and applications
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:10.1038/s41540-026-00764-6,
  title = {Integrating imaging and mathematical modeling to predict and optimize patient outcomes in oncology.},
  author = {Patel RJS and Das A and Anil A and Patel G and Woodall RT and Christenson C and Thiagarajan T and Lima EABF and Lorenzo G and Hormuth DA 2nd and Rockne RC and Adhikarla V and Wu C and Yankeelov TE},
  year = {2026},
  journal = {NPJ systems biology and applications},
  doi = {10.1038/s41540-026-00764-6},
  url = {https://doi.org/10.1038/s41540-026-00764-6}
}

RIS

TY  - JOUR
TI  - Integrating imaging and mathematical modeling to predict and optimize patient outcomes in oncology.
AU  - Patel RJS
AU  - Das A
AU  - Anil A
AU  - Patel G
AU  - Woodall RT
AU  - Christenson C
AU  - Thiagarajan T
AU  - Lima EABF
AU  - Lorenzo G
AU  - Hormuth DA 2nd
AU  - Rockne RC
AU  - Adhikarla V
AU  - Wu C
AU  - Yankeelov TE
PY  - 2026
JO  - NPJ systems biology and applications
DO  - 10.1038/s41540-026-00764-6
UR  - https://doi.org/10.1038/s41540-026-00764-6
ER  -

APA

RJS, P., A, D., A, A., G, P., RT, W., C, C., T, T., EABF, L., G, L., 2nd, H. D., RC, R., V, A., C, W., & TE, Y. (2026). Integrating imaging and mathematical modeling to predict and optimize patient outcomes in oncology.. NPJ systems biology and applications. https://doi.org/10.1038/s41540-026-00764-6

Source records

pubmed · retrieved 2026-09-25T14:20:44.450Z