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Author

Y. Semenov

2 papers indexed here

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Preprint Aug 2026

DNA Methylation Profiling in Melanoma: From Lesion Classification to Therapeutic Stratification

DNA methylation provides a stable record of cellular identity, capturing epigenetic programs that distinguish specialized cell states despite a shared genome. Because malignant transformation and tumour progression are accompanied by extensive epigenetic remodeling, we hypothesized that the methylome of melanocytic les...

J. Winterstein, L. Heinlein, G. Raddatz et al. · 0 citations
#explainable ai Review Sep 2026

Melanoma Prognostication Using AI‐Guided Histopathology

This review examines how computational pathology and convolutional neural networks (CNNs) can improve histopathologic diagnosis and risk stratification of melanoma, evaluate current image-based deep learning (DL) approaches, and outline a path toward explainable, multimodal prognostic tools.

Eudora Lee, R. Karagenova, Y. Semenov · 0 citations

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