Concepedia

Deep Convolutional Neural Network-Based Automatic Classification of Neonatal Hip Ultrasound Images: A Novel Data Augmentation Approach with Speckle Noise Reduction

Aysun Sezer, Hasan Basri Sezer

Ultrasound in Medicine & Biology · 2019 · 56 citations · 37 references

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Concepts

References

37

Active contours without edges

Tony F. Chan, Luminita A. Vese · IEEE Transactions on Image Processing · 2001 · 10.3K citations

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Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Hoo-Chang Shin, Holger R. Roth, Mingchen Gao et al. · IEEE Transactions on Medical Imaging · 2016 · 5.8K citations · Full text

, , +16

The Effectiveness of Data Augmentation in Image Classification using Deep Learning

Luis Perez, Jason Wang · arXiv (Cornell University) · 2017 · 2.5K citations · Full text

, , +12

Speckle reducing anisotropic diffusion

Yongjian Yu, Scott T. Acton · IEEE Transactions on Image Processing · 2002 · 1.8K citations

, , +17

Representing shape with a spatial pyramid kernel

Anna Bosch, Andrew Zisserman, Xavier Muñoz · 2007 · 1.4K citations

, , +16