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A Case Study of Quantizing Convolutional Neural Networks for Fast Disease Diagnosis on Portable Medical Devices

Recently, the amount of attention paid towards convolutional neural networks (CNN) in medical image analysis has rapidly increased since they can analyze and classify images faster and more accurately than human abilities. As a result, CNNs are becoming more popular and play a role as a supplementar...

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Detalles Bibliográficos
Autores principales: Garifulla, Mukhammed, Shin, Juncheol, Kim, Chanho, Kim, Won Hwa, Kim, Hye Jung, Kim, Jaeil, Hong, Seokin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749713/
https://www.ncbi.nlm.nih.gov/pubmed/35009760
http://dx.doi.org/10.3390/s22010219