Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks

Author:

Wang Lituan,Zhang Lei,Zhu Minjuan,Qi Xiaofeng,Yi ZhangORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference57 articles.

1. A review on ultrasound-based thyroid cancer tissue characterization and automated classification;Acharya;Technol. Cancer Res. Treat.,2014

2. Multiple instance classification: review, taxonomy and comparative study;Amores;Artif. Intell.,2013

3. Support vector machines for multiple-instance learning;Andrews,2003

4. Lung pattern classification for interstitial lung diseases using a deep convolutional neural network;Anthimopoulos;IEEE Trans. Med. Imaging,2016

5. Bethesda, M., 2018. Seer Cancer Stat Facts: Thyroid Cancer. National Cancer Institute.

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