Survival prediction in triple-negative breast cancer: a Cox model with fairness assessment using ISO/IEC TR 24027:2021 in a MENA cohort

Aim: Triple-negative breast cancer (TNBC) is an aggressive subtype with limited therapeutic options and poor survival outcomes. Prognostic models developed in Western cohorts rarely assess algorithmic fairness. This study aimed to develop and internally validate a clinically interpretable Cox surviv...

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Hlavní autoři:	Mehrshad Alirezaei Farahani, Fateme Sadeghipour, Hamid Reza Marateb, Maryam Soltan, Azar Naimi, Marjan Mansourian
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Open Exploration Publishing Inc. 2026-03-01
Edice:	Exploration of Targeted Anti-tumor Therapy
Témata:	triple-negative breast cancer (tnbc) survival prediction cox proportional hazards model fairness in ai iso/iec tr 24027:2021 clinical decision support
On-line přístup:	https://www.explorationpub.com/uploads/Article/A1002362/1002362.pdf
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