PPSW–SHAP: Towards Interpretable Cell Classification Using Tree-Based SHAP Image Decomposition and Restoration for High-Throughput Bright-Field Imaging

Advancements in high–throughput microscopy imaging have transformed cell analytics, enabling functionally relevant, rapid, and in–depth bioanalytics with Artificial Intelligence (AI) as a powerful driving force in cell therapy (CT) manufacturing. High–content microscopy screening often suffers from...

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Detalles Bibliográficos
Autores principales: Goktas, Polat, Simon Carbajo, Ricardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216550/
https://www.ncbi.nlm.nih.gov/pubmed/37408219
http://dx.doi.org/10.3390/cells12101384

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216550/
https://www.ncbi.nlm.nih.gov/pubmed/37408219
http://dx.doi.org/10.3390/cells12101384

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