preprintNature CommunicationsMay 20, 2026GOLD OA

Multi-modal AI for comprehensive breast cancer prognostication

Yara (Norway) · The Barbara Ann Karmanos Cancer Institute · +16 more institutions

PubMed
Indexed inarxivcrossrefdatacitedoajpubmed

Abstract

Treatment selection in breast cancer is guided by risk assessment using molecular subtypes and clinicopathological characteristics. However, current approaches lack the precision required for optimal clinical decision-making. To address this, we use data from 8161 patients to develop and evaluate an AI test integrating digital pathology with clinical data. The AI test provides a robust method for predicting disease-free interval (C-index: 0.71 [0.68-0.75], HR: 3.63 [3.02-4.37, p

Citation impact

5
total citations
FWCI
24.11
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98%
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Authors

51

Topics & keywords

Keywords
  • Breast cancer
  • Modal
  • Medicine
  • Computer science
  • Cancer
  • Internal medicine
  • Materials science
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