Medical Augmentation (Med-Aug) for Optimal Data Augmentation in Medical Deep Learning Networks

Medical Augmentation (Med-Aug) for Optimal Data Augmentation in Medical Deep Learning Networks

Deep learning (DL) algorithms have become an increasingly popular choice for image classification and segmentation tasks; however, their range of applications can be limited. Their limitation stems from them requiring ample data to achieve high performance and adequate generalizability. In the case...

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Bibliographic Details
Main Authors: Justin Lo, Jillian Cardinell, Alejo Costanzo, Dafna Sussman
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
deep learning
data augmentation
segmentation
fetal MRI
convolutional neural networks
Online Access:https://www.mdpi.com/1424-8220/21/21/7018

Internet

https://www.mdpi.com/1424-8220/21/21/7018

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