Heejoon Chae

meth-SemiCancer2: a cancer subtyping framework leveraging domain adaptation with contrastive learning for batch effect correction in DNA methylation profiles

Cancer subtyping is essential for precision oncology, enabling early diagnosis, targeted therapy, and improved prognosis. DNA methylation is a powerful molecular marker for subtype classification, but its application is hindered by high dimensionality, batch effects, and the scar...