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Author

A. Balmain

2 papers indexed here

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Open access Aug 2026

Tissue‐Agnostic Cellular Morphometric Biomarkers for Risk‐Adapted Management Across Gastrointestinal Precancerous Lesions and Cancers

ABSTRACT While precision oncology increasingly adopts tissue‐agnostic paradigms, current strategies remain heavily reliant on molecular alterations, with limited relevance to early‐stage cancers and precancerous lesion management. Here we present an unsupervised and interpretable artificial intelligence framework that...

Pin Wang, Chengfei Jiang, Amby Mao et al. · 0 citations
Review Sep 2026

Reflecting on 25 years of cancer research: transformative advances and unmet expectations

The conceptual advances that have reshaped cancer research — from somatic mosaicism, functional genomics and cancer stem cells to tumour metabolism, precision oncology and artificial intelligence — and consider which ideas transformed the field, which fell short of expectations, and what challenges remain.

A. Balmain, René Bernards, H. Clevers et al. · 0 citations

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