Journal of biomedical informaticsHumansSkin NeoplasmsNeural NetworksComputerRegistries
Pre-coding skin cancer from free-text pathology reports using noise-robust neural networks.
Tapio Niemi, Gautier Defossez, Simon Germann, Jean-Luc Bulliard
Published: 202510.1016/j.jbi.2025.104943
Abstract
OBJECTIVE: Population-based cancer registries receive numerous free-text pathology reports from which cancer cases are manually coded according to international standards. Skin cancer is the most frequent cancer in Caucasian populations, and its inci…
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