Texture analysis for classification of thyroid ultrasound images

2016 International Electronics Symposium (IES) ◽

10.1109/elecsym.2016.7861053 ◽

2016 ◽

Author(s):

Hanung Adi Nugroho ◽

Made Rahmawaty ◽

Yuli Triyani ◽

Igi Ardiyanto

Keyword(s):

Texture Analysis ◽

Ultrasound Images ◽

Thyroid Ultrasound

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Texture Analysis on Thyroid Ultrasound Images for the Classification of Hashimoto Thyroiditis

Computer Aided Intervention and Diagnostics in Clinical and Medical Images - Lecture Notes in Computational Vision and Biomechanics ◽

10.1007/978-3-030-04061-1_28 ◽

2019 ◽

pp. 271-279

Author(s):

S. Kohila ◽

G. Sankara Malliga

Keyword(s):

Texture Analysis ◽

Hashimoto Thyroiditis ◽

Ultrasound Images ◽

Thyroid Ultrasound

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Exploring Image Classification of Thyroid Ultrasound Images Using Deep Learning

Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) - Lecture Notes in Computational Vision and Biomechanics ◽

10.1007/978-3-030-00665-5_151 ◽

2019 ◽

pp. 1635-1641

Author(s):

K. V. Sai Sundar ◽

Kumar T. Rajamani ◽

S. Siva Sankara Sai

Keyword(s):

Deep Learning ◽

Image Classification ◽

Ultrasound Images ◽

Thyroid Ultrasound

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Fully automatic and segmentation-robust classification of breast tumors based on local texture analysis of ultrasound images

Pattern Recognition ◽

10.1016/j.patcog.2009.06.002 ◽

2010 ◽

Vol 43 (1) ◽

pp. 280-298 ◽

Author(s):

Bo Liu ◽

H.D. Cheng ◽

Jianhua Huang ◽

Jiawei Tian ◽

Xianglong Tang ◽

...

Keyword(s):

Texture Analysis ◽

Breast Tumors ◽

Ultrasound Images ◽

Robust Classification ◽

Local Texture ◽

Fully Automatic

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Feature extraction based on laws' texture energy for lesion echogenicity classification of thyroid ultrasound images

2017 International Conference on Computer, Control, Informatics and its Applications (IC3INA) ◽

10.1109/ic3ina.2017.8251737 ◽

2017 ◽

Author(s):

Hanung Adi Nugroho ◽

Zulfanahri ◽

Anan Nugroho ◽

Eka Legya Frannita ◽

Igi Ardiyanto ◽

...

Keyword(s):

Feature Extraction ◽

Ultrasound Images ◽

Thyroid Ultrasound

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Patch Based Texture Classification of Thyroid Ultrasound Images using Convolutional Neural Network

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8857929 ◽

2019 ◽

Author(s):

Prabal Poudel ◽

Alfredo Illanes ◽

Maryam Sadeghi ◽

Michael Friebe

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Texture Classification ◽

Ultrasound Images ◽

Thyroid Ultrasound

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Hyperparameter selection for ResNet classification of malignancy from thyroid ultrasound images

Medical Imaging 2020: Computer-Aided Diagnosis ◽

10.1117/12.2550531 ◽

2020 ◽

Author(s):

Joseph Cox ◽

Sydney Rubin ◽

Joe Adams ◽

Carina Pereira ◽

Manjiri Dighe ◽

...

Keyword(s):

Ultrasound Images ◽

Thyroid Ultrasound ◽

Hyperparameter Selection ◽

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Classification of thyroid ultrasound images based on shape features analysis

2017 10th Biomedical Engineering International Conference (BMEiCON) ◽

10.1109/bmeicon.2017.8229106 ◽

2017 ◽

Author(s):

Zulfanahri ◽

Hanung Adi Nugroho ◽

Anan Nugroho ◽

Eka Legya Frannita ◽

Igi Ardiyanto

Keyword(s):

Ultrasound Images ◽

Thyroid Ultrasound ◽

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Classification of breast ultrasound images based on texture analysis

2016 1st International Conference on Biomedical Engineering (IBIOMED) ◽

10.1109/ibiomed.2016.7869825 ◽

2016 ◽

Author(s):

Made Rahmawaty ◽

Hanung Adi Nugroho ◽

Yuli Triyani ◽

Igi Ardiyanto ◽

Indah Soesanti

Keyword(s):

Texture Analysis ◽

Breast Ultrasound ◽

Ultrasound Images

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Texture analysis and classification of diffuse thyroid diseases based on ultrasound images

2018 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) ◽

10.1109/i2mtc.2018.8409650 ◽

2018 ◽

Author(s):

Li Dandan ◽

Zhang Yakui ◽

Du Linyao ◽

Zhou Xianli ◽

Shen Yi

Keyword(s):

Texture Analysis ◽

Thyroid Diseases ◽

Ultrasound Images

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Corroborating the Subjective Classification of Ultrasound Images of Normal and Fatty Human Livers by the Radiologist through Texture Analysis and SOM

15th International Conference on Advanced Computing and Communications (ADCOM 2007) ◽

10.1109/adcom.2007.16 ◽

2007 ◽

Author(s):

S. Mukherjee ◽

A. Chakravorty ◽

K. Ghosh ◽

M. Roy ◽

A. Adhikari ◽

...

Keyword(s):

Texture Analysis ◽

Ultrasound Images ◽

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