Thyroid Nodule Classification Using Steerable Pyramid–Based Features From Ultrasound Images

Journal of Clinical Engineering ◽

10.1097/jce.0000000000000294 ◽

2018 ◽

Vol 43 (4) ◽

pp. 149-158 ◽

Author(s):

Nanda S ◽

Sukumar M

Keyword(s):

Thyroid Nodule ◽

Ultrasound Images ◽

Steerable Pyramid ◽

Nodule Classification

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Thyroid Nodule Classification in Medical Ultrasound Images

Advances in Intelligent Systems and Computing - Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016) ◽

10.1007/978-3-319-60618-7_50 ◽

2017 ◽

pp. 509-514 ◽

Author(s):

R. Vanithamani ◽

R. Dhivya

Keyword(s):

Thyroid Nodule ◽

Ultrasound Images ◽

Medical Ultrasound ◽

Nodule Classification

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Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network

Journal of Digital Imaging ◽

10.1007/s10278-017-9997-y ◽

2017 ◽

Vol 30 (4) ◽

pp. 477-486 ◽

Author(s):

Jianning Chi ◽

Ekta Walia ◽

Paul Babyn ◽

Jimmy Wang ◽

Gary Groot ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Thyroid Nodule ◽

Deep Convolutional Neural Network ◽

Fine Tuning ◽

Ultrasound Images ◽

Nodule Classification

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A Hybrid Deep Learning and Handcrafted Features based Approach for Thyroid Nodule Classification in Ultrasound Images

Journal of Physics Conference Series ◽

10.1088/1742-6596/1693/1/012160 ◽

2020 ◽

Vol 1693 ◽

pp. 012160

Author(s):

Jiahao Xie ◽

Lehang Guo ◽

Chongke Zhao ◽

Xiaolong Li ◽

Ye Luo ◽

...

Keyword(s):

Deep Learning ◽

Thyroid Nodule ◽

Ultrasound Images ◽

Nodule Classification

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Integrate domain knowledge in training multi-task cascade deep learning model for benign–malignant thyroid nodule classification on ultrasound images

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2020.104064 ◽

2021 ◽

Vol 98 ◽

pp. 104064

Author(s):

Wenkai Yang ◽

Yunyun Dong ◽

Qianqian Du ◽

Yan Qiang ◽

Kun Wu ◽

...

Keyword(s):

Deep Learning ◽

Thyroid Nodule ◽

Domain Knowledge ◽

Learning Model ◽

Ultrasound Images ◽

Deep Learning Model ◽

Integrate Domain ◽

Nodule Classification

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Learning from Weakly-Labeled Clinical Data for Automatic Thyroid Nodule Classification in Ultrasound Images

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451085 ◽

2018 ◽

Author(s):

Jianxiong Wang ◽

Shuai Li ◽

Wenfeng Song ◽

Hong Qin ◽

Bo Zhang ◽

...

Keyword(s):

Thyroid Nodule ◽

Clinical Data ◽

Ultrasound Images ◽

Nodule Classification

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Thyroid nodule classification using ultrasound elastography via linear discriminant analysis

Ultrasonics ◽

10.1016/j.ultras.2010.11.008 ◽

2011 ◽

Vol 51 (4) ◽

pp. 425-431 ◽

Author(s):

Si Luo ◽

Eung-Hun Kim ◽

Manjiri Dighe ◽

Yongmin Kim

Keyword(s):

Discriminant Analysis ◽

Thyroid Nodule ◽

Linear Discriminant Analysis ◽

Ultrasound Elastography ◽

Linear Discriminant ◽

Nodule Classification

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Thyroid Nodule Classification Using Hierarchical Recurrent Neural Network with Multiple Ultrasound Reports

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-70139-4_77 ◽

2017 ◽

pp. 765-773 ◽

Author(s):

Dehua Chen ◽

Cheng Shi ◽

Mei Wang ◽

Qiao Pan

Keyword(s):

Neural Network ◽

Thyroid Nodule ◽

Recurrent Neural Network ◽

Nodule Classification

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Cascaded Networks for Thyroid Nodule Diagnosis from Ultrasound Images

Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data - Lecture Notes in Computer Science ◽

10.1007/978-3-030-71827-5_19 ◽

2021 ◽

pp. 145-154

Author(s):

Xueda Shen ◽

Xi Ouyang ◽

Tianjiao Liu ◽

Dinggang Shen

Keyword(s):

Thyroid Nodule ◽

Ultrasound Images

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Thyroid Nodule Detection in Ultrasound Images with Convolutional Neural Networks

2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2019.8834375 ◽

2019 ◽

Author(s):

Shuaining Xie ◽

Jing Yu ◽

Tianjiao Liu ◽

Qing Chang ◽

Lijuan Niu ◽

...

Keyword(s):

Neural Networks ◽

Thyroid Nodule ◽

Convolutional Neural Networks ◽

Ultrasound Images ◽

Nodule Detection

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Fine-Grained Thyroid Nodule Classification via Multi-Semantic Attention Network

2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm47256.2019.8983297 ◽

2019 ◽

Author(s):

Shuai Li ◽

Yuting Guo ◽

Wenfeng Song ◽

Zhennan Pang ◽

Aimin Hao ◽

...

Keyword(s):

Thyroid Nodule ◽

Attention Network ◽

Fine Grained ◽

Nodule Classification

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