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Author

J. Kulbacka

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Review Open access Sep 2026

Mitochondrial Modulation as a Therapeutic Entry Point in Neurodegeneration

It is argued that heterogeneity, rather than mitochondrial biology itself, determines therapeutic tractability, and mitochondrial modulation is unlikely to provide a universal disease-modifying strategy, but remains a useful, carefully targeted addition for patient groups identified by genetic or specific biological ma...

M. Mamala, Izabela Skowron, K. Marczuk et al. · 0 citations
Open access Aug 2026

Pelargonium graveolens L’Hér. in Traditional and Contemporary Medicine: Phytochemistry, Pharmacology, and Molecular Mechanisms

Variations in chemical composition, determined by geographical origin, and an insufficient number of rigorous clinical data hinder the full medical implementation of Pelargonium graveolens L’Hér.

Kamil Bukowiec, M. Sroka, Agata Pałkiewicz 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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