Label‐Free Machine Learning Prediction of Chemotherapy on Tumor Spheroids Using a Microfluidics Droplet Platform

An integrated approach is proposed to rapidly evaluate the effects of anticancer treatments in 3D models, combining a droplet‐based microfluidic platform for spheroid formation and single‐spheroid chemotherapy application, label‐free morphological analysis, and machine learning to assess treatment r...

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Detalhes bibliográficos

Principais autores:	Caroline Parent, Hasti Honari, Tiziana Tocci, Franck Simon, Sakina Zaidi, Audric Jan, Vivian Aubert, Olivier Delattre, Hervé Isambert, Claire Wilhelm, Jean‐Louis Viovy
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Wiley-VCH 2025-09-01
coleção:	Small Science
Assuntos:	droplet microfluidics drug testing label‐free machine learning tumor spheroids
Acesso em linha:	https://doi.org/10.1002/smsc.202500173
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