Author

Yen-Chun Liu

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Open access Oct 2026

Enhancing cervical squamous cell carcinoma diagnosis under distribution shift via domain-adaptive representation learning

Summary Automated whole-slide image (WSI) analysis for cervical squamous cell carcinoma (CSCC) is challenged by limited pathological specificity in general models and poor cross-center generalization. We propose CSCC-PAG (pre-training, adaptation, generalization), a framework integrating domain-specific pre-training wi...

Zi-Rui Huang, Yen-Chun Liu, Sai-Hui Jin et al. · iScience · 0 citations

Review Open access Sep 2026

Maternal Depressive Symptoms and Toddler Sleep: Moderating Effects of Sleep Parenting Practices

Maternal depression is associated with more severe sleep problem and longer sleep latency in toddlers, and co-sleep moderated the association between maternal depression and toddler sleep problem, while co-sleep may amplify the spillover associations of maternal depression on toddler sleep.

Hsiao-Yen Wu, Pey-Ling Shieh, Yen-Chun Liu · Nature and Science of Sleep · 0 citations