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Toward explainable precision oncology: SHAP-guided cox survival modeling from population-level prediction to patient-specific explanation in NSCLC

Published Online: 2026-06-11

Authors

Hlaing, Thu Thu

B. Schabath, Matthew https://orcid.org/0000-0003-3241-3216
Kachouie, Nezamoddin N.
Funding

Funding for this research was provided by:

Florida Department of Health
License Information

Text and Data Mining valid from 2026-06-11

Version of Record valid from 2026-08-17
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Article History

Received: 24 February 2026

Accepted: 14 May 2026

First Online: 11 June 2026

Declarations

Ethics approval and consent to participate: This study was approved by the University of South Florida institutional review board (IRB No: 108426) and conducted in accordance with institutional ethical standards.

Consent to publish: Not applicable.

Clinical trial number: Not applicable.

Competing interests: The authors declare that they have no conflict of interest.

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