A Deep Learning Approach for Neuronal Cell Body Segmentation in Neurons Expressing GCaMP Using a Swin Transformer.

Islam, Mohammad Shafkat; Suryavanshi, Pratyush; Baule, Samuel M; Glykys, Joseph; Baek, Stephen

Islam, Mohammad Shafkat; Suryavanshi, Pratyush; Baule, Samuel M; Glykys, Joseph; Baek, Stephen.

Afiliación

Islam MS; School of Data Science, The University of Virginia, Charlottesville, VA 22903.
Suryavanshi P; Department of Pediatrics, Iowa Neuroscience Institute, The University of Iowa, Iowa City, IA 52242.
Baule SM; Department of Biomedical Engineering, The University of Iowa, Iowa City, IA 52242.
Glykys J; Department of Pediatrics, Iowa Neuroscience Institute, The University of Iowa, Iowa City, IA 52242 baek@virginia.edu joseph-glykys@uiowa.edu.
Baek S; Department of Neurology, The University of Iowa, Iowa City, IA 52242.

eNeuro ; 10(9)2023 09.

Article en En | MEDLINE | ID: mdl-37704367

Asunto(s)

Cuerpo Celular; Aprendizaje Profundo; Humanos; Animales; Ratones; Neuronas; Axones; Algoritmos

Palabras clave

GCaMP; convolutional neural networks; fluorescent; neuron; segmentation; vision transformers

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Cuerpo Celular / Aprendizaje Profundo Límite: Animals / Humans Idioma: En Revista: ENeuro Año: 2023 Tipo del documento: Article Pais de publicación: Estados Unidos

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