arxivcs.CVcs.AIcs.LGq-bio.TO2026-06-25
Distribution-based deep multiple instance learning for tumor proportion scoring in NSCLC
Krzysztof Pysz, Artur Bartczak, Jarosław Kwiecień, Piotr Krajewski, Witold Dyrka
Accurate assessment of tumor proportion score (TPS) in non-small cell lung cancer (NSCLC) is critical for treatment planning and prognosis. Key challenges include the tedious manual work required to annotate each slide, combined with the limited number of experts certified for th…