Author

Klaudia Dynarowicz

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#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. · International Journal of Mol... · 0 citations

Review Open access Aug 2026

Photodynamic Therapy in Cancer: Mechanisms, Photosensitizer Technology, Vitamin Modulation, and Rational Combination Design

Overall, PDT combination design should be guided by whether adjunctive agents support or undermine photosensitizer accumulation, oxygen availability, ROS-mediated cytotoxicity, and immune activation, when selected according to mechanistic compatibility.

Ilaf Naser, D. Bartusik-Aebisher, Barbara Smolak et al. · Biomedicines · 1 citation