Addressing annotation and data scarcity when designing machine learning strategies for neurophotonics

Machine learning has revolutionized the way data are processed, allowing information to be extracted in a fraction of the time it would take an expert. In the field of neurophotonics, machine learning approaches are used to automatically detect and classify features of interest in complex images. On...

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Detalles Bibliográficos
Autores principales: Bouchard, Catherine, Bernatchez, Renaud, Lavoie-Cardinal, Flavie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2023
Materias:
Special Section: Frontiers in Neurophotonics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10447257/
https://www.ncbi.nlm.nih.gov/pubmed/37636490
http://dx.doi.org/10.1117/1.NPh.10.4.044405

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10447257/
https://www.ncbi.nlm.nih.gov/pubmed/37636490
http://dx.doi.org/10.1117/1.NPh.10.4.044405

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