Work

Deep learning for multiclass tumor cell detection in histopathology slides of hereditary diffuse gastric cancer

Year: 2025

Type: article

Abstract: score of 0.49. It also matched human-level performance in estimating lesion size and cell type distributions, demonstrating its potential to support DGC tumor detection and analysis.

Source: iScience

DOI: 10.1016/j.isci.2025.113064

Authors: Robin Lomans, Valentina Angerilli, Joey Spronck, Liudmila L. Kodach, Irene Gullo, Fátima Carneiro, Rachel S. van der Post, Francesco Ciompi

Institutions: Radboud University Nijmegen, Radboud University Medical Center, The Netherlands Cancer Institute, Universidade do Porto, Hospital de São João, i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto

Language: English

Topic: AI in cancer detection

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: gold

Estimated APC paid: $3,240

Funders: ZonMw, Nederlandse Organisatie voor Wetenschappelijk Onderzoek, Hanarth Fonds

Awards: G2451352418, G2995423245

OpenAlex ID: W4412048946

FWCI: 2.494

Cites: 35

Cited by: 6

Related to: 10