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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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R. Marunych

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Conference Open access Sep 2026

Metabolic and Signaling Pathways Affected by Photodynamic Therapy (PDT) with Protoporphyrin IX

Protoporphyrin IX (PpIX) occupies a unique nexus in photodynamic therapy (PDT) by bridging the endogenous metabolism of heme biosynthesis with highly efficient, light-induced cytotoxicity. Administered via its precursor 5-aminolevulinic acid (5-ALA) or its derivatives, intracellularly generated PpIX undergoes intersyst...

R. Marunych, D. Bartusik-Aebisher, Klaudia Dynarowicz et al. · 0 citations
#graph neural networks Review Open access Oct 2026

Artificial Intelligence in Photodynamic Therapy: From Molecular Design of Photosensitizers to Intelligent Delivery, Adaptive Dosimetry, and Personalized Prognostication of Results

Photodynamic therapy (PDT) is a minimally invasive therapeutic approach based on the light-induced activation of a photosensitizer in the presence of molecular oxygen, resulting in the generation of reactive oxygen species, including singlet oxygen. Despite local selectivity and low systemic toxicity, reproducibility o...

R. Marunych, D. Bartusik-Aebisher, Klaudia Dynarowicz et al. · 0 citations

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