Clinical AI in Radiology: Foundations, Trends, Applications, and Emerging Directions

Iryna Hartsock, Nikolas Koutsoubis, Sabeen Ahmed, Nathan Parker, Matthew B. Schabath, Cyrillo Araujo, Aliya Qayyum, Cesar Lam, Robert A. Gatenby, Ghulam Rasool

Open source

DOI: 10.3390/cancers18060942
Published: 2026-03-13
Container: Cancers
Publisher: MDPI AG
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.3390/cancers18060942,
  title = {Clinical AI in Radiology: Foundations, Trends, Applications, and Emerging Directions},
  author = {Iryna Hartsock and Nikolas Koutsoubis and Sabeen Ahmed and Nathan Parker and Matthew B. Schabath and Cyrillo Araujo and Aliya Qayyum and Cesar Lam and Robert A. Gatenby and Ghulam Rasool},
  year = {2026},
  journal = {Cancers},
  doi = {10.3390/cancers18060942},
  url = {https://doi.org/10.3390/cancers18060942}
}

RIS

TY  - JOUR
TI  - Clinical AI in Radiology: Foundations, Trends, Applications, and Emerging Directions
AU  - Iryna Hartsock
AU  - Nikolas Koutsoubis
AU  - Sabeen Ahmed
AU  - Nathan Parker
AU  - Matthew B. Schabath
AU  - Cyrillo Araujo
AU  - Aliya Qayyum
AU  - Cesar Lam
AU  - Robert A. Gatenby
AU  - Ghulam Rasool
PY  - 2026
JO  - Cancers
DO  - 10.3390/cancers18060942
UR  - https://doi.org/10.3390/cancers18060942
ER  -

APA

Hartsock, I., Koutsoubis, N., Ahmed, S., Parker, N., Schabath, M. B., Araujo, C., Qayyum, A., Lam, C., Gatenby, R. A., & Rasool, G. (2026). Clinical AI in Radiology: Foundations, Trends, Applications, and Emerging Directions. Cancers. https://doi.org/10.3390/cancers18060942

Source records

crossref · retrieved 2026-09-27T02:16:26.600Z