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Automated Object Detection in Experimental Data Using Combination of Unsupervised and Supervised Methods

Deep neural networks (DNN) have shown their success through computer vision tasks such as object detection, classification, and segmentation of image data including clinical and biological data. However, supervised DNNs require a large volume of labeled data to train and great effort to tune hyperpa...

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Detalles Bibliográficos
Autores principales: Wu, Yiran, Wang, Zhen, Ripplinger, Crystal M., Sato, Daisuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019745/
https://www.ncbi.nlm.nih.gov/pubmed/35464087
http://dx.doi.org/10.3389/fphys.2022.805161