A hybrid CNN-transformer with mixture-of-experts (HSQformer) yields 95.38% AUC for HCC screening on a multi-center ultrasound test set, beating several baselines and matching senior radiologists.
Global cancer statistics 2022: Globocan estimates of incidence and mortality world- wide for 36 cancers in 185 countries,
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A Retrospective Systematic Study on Hierarchical Sparse Query Transformer-assisted Ultrasound Screening for Early Hepatocellular Carcinoma
A hybrid CNN-transformer with mixture-of-experts (HSQformer) yields 95.38% AUC for HCC screening on a multi-center ultrasound test set, beating several baselines and matching senior radiologists.