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.
Swin transformer: Hierarchical vision transformer using shifted windows,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.