Advanced materials (Deerfield Beach, Fla.)
Machine Learning-Assisted Design and Discovery of High-Performance Cyanine-Based Photosensitizers for Integrated Theranostic Applications.
Bowen Diao, Shaoyang Shi, Junhan Li, Letao Yang, LingFeng Zheng, Hongxiang Guo, Xiaojun Peng
Published: 202510.1002/adma.202515813
Abstract
Cyanine-based photosensitizers are attractive for photodynamic therapy (PDT) owing to their excellent near-infrared absorption and fluorescence. However, the low singlet oxygen quantum yield (ΦΔ) and structural optimization challenges hinder their fu…
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