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Data mining and library generation to search electron-rich and electron-deficient building blocks for the designing of polymers for photoacoustic imaging

Photoacoustic imaging is a good method for biological imaging, for this purpose, materials with strong near infrared (NIR) absorbance are required. In the present study, machine learning models are used to predict the light absorption behavior of polymers. Molecular descriptors are utilized to train...

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Detalles Bibliográficos
Autores principales: Ishfaq, Muhammad, Mubashir, Tayyaba, Abdou, Safaa N., Tahir, Mudassir Hussain, Halawa, Mohamed Ibrahim, Ibrahim, Mohamed M., Xie, Yulin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10641172/
https://www.ncbi.nlm.nih.gov/pubmed/37964821
http://dx.doi.org/10.1016/j.heliyon.2023.e21332