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Author

Katarzyna Herbetko

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Review Open access Aug 2026

Antitumor properties of fungal-derived compounds: potential applications in skin cancer therapy

Skin cancers, including basal cell carcinoma, squamous cell carcinoma, and melanoma, remain a major therapeutic challenge due to their prevalence, invasive potential, and the limited efficacy of conventional treatments. Fungal-derived secondary metabolites have emerged as promising sources of anticancer agents, acting...

M. Kloc, L. Jonderko, Katarzyna Herbetko et al. · 0 citations
Review Aug 2026

Advancing cancer drug discovery through the integration of machine learning and high-throughput screening.

This review highlights the synergy between AI and HTS, emphasizing DL techniques such as convolutional neural networks for bioactivity prediction, recurrent neural networks for de novo design, and reinforcement learning for property optimization.

Kamil Herbetko, Katarzyna Herbetko, Magdalena Mikołajek et al. · 1 citation

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