A Pilot Study on Convolutional Neural Networks for Motion Estimation From Ultrasound Images

Ewan Evain; Khuram Faraz; Thomas Grenier; Damien Garcia; Mathieu De Craene; Olivier Bernard

doi:10.1109/tuffc.2020.2976809

A Pilot Study on Convolutional Neural Networks for Motion Estimation From Ultrasound Images

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control ◽

10.1109/tuffc.2020.2976809 ◽

2020 ◽

Vol 67 (12) ◽

pp. 2565-2573 ◽

Cited By ~ 1

Author(s):

Ewan Evain ◽

Khuram Faraz ◽

Thomas Grenier ◽

Damien Garcia ◽

Mathieu De Craene ◽

...

Keyword(s):

Neural Networks ◽

Pilot Study ◽

Motion Estimation ◽

Convolutional Neural Networks ◽

Ultrasound Images

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Joint Capsule Segmentation in Ultrasound Images of the Metacarpophalangeal Joint using Convolutional Neural Networks*

2019 IEEE 6th Portuguese Meeting on Bioengineering (ENBENG) ◽

10.1109/enbeng.2019.8692489 ◽

2019 ◽

Author(s):

Nelson Martins ◽

Eva Costa ◽

Diana Veiga ◽

Manuel Ferreira ◽

Miguel Coimbra

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Metacarpophalangeal Joint ◽

Joint Capsule ◽

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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Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks

Medical Image Analysis ◽

10.1016/j.media.2019.101555 ◽

2019 ◽

Vol 58 ◽

pp. 101555 ◽

Cited By ~ 10

Author(s):

Tianjiao Liu ◽

Qianqian Guo ◽

Chunfeng Lian ◽

Xuhua Ren ◽

Shujun Liang ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Thyroid Nodules ◽

Automated Detection ◽

Ultrasound Images ◽

Clinical Knowledge

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Plane identification in fetal ultrasound images using saliency maps and convolutional neural networks

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2016.7493385 ◽

2016 ◽

Cited By ~ 10

Author(s):

Ashnil Kumar ◽

Pradeeba Sridar ◽

Ann Quinton ◽

R. Krishna Kumar ◽

Dagan Feng ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ultrasound Images ◽

Fetal Ultrasound ◽

Saliency Maps

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Automatic tongue contour extraction in ultrasound images with convolutional neural networks

The Journal of the Acoustical Society of America ◽

10.1121/1.5036466 ◽

2018 ◽

Vol 143 (3) ◽

pp. 1966-1966

Author(s):

Jian Zhu ◽

Will Styler ◽

Ian C. Calloway

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ultrasound Images ◽

Contour Extraction

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Fully Automated Segmentation of Alveolar Bone Using Deep Convolutional Neural Networks from Intraoral Ultrasound Images

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

10.1109/embc.2019.8857060 ◽

2019 ◽

Cited By ~ 2

Author(s):

Dat Q. Duong ◽

Kim-Cuong T. Nguyen ◽

Neelambar R. Kaipatur ◽

Edmond H. M. Lou ◽

Michelle Noga ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Alveolar Bone ◽

Ultrasound Images ◽

Automated Segmentation ◽

Deep Convolutional Neural Networks

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ProNet—Professional Prostate Segmentation Network of Transrectal Ultrasound Images Based on Deep Convolutional Neural Networks

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2018.2500 ◽

2018 ◽

Vol 8 (8) ◽

pp. 1732-1738

Author(s):

Lei Geng ◽

Zhaoming Wang ◽

Zhitao Xiao ◽

Fang Zhang ◽

Jun Wu

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Transrectal Ultrasound ◽

Ultrasound Images ◽

Deep Convolutional Neural Networks ◽

Prostate Segmentation

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Calcification Detection in Coronary Artery Disease for Intravascular Ultrasound Images using Convolutional Neural Networks

2019 IEEE International Conference on Smart Instrumentation, Measurement and Application (ICSIMA) ◽

10.1109/icsima47653.2019.9057325 ◽

2019 ◽

Author(s):

Hannah Sofian ◽

Joel Chia Ming Than ◽

Suraya Mohamad ◽

Norliza Mohd Noor

Keyword(s):

Neural Networks ◽

Coronary Artery Disease ◽

Coronary Artery ◽

Intravascular Ultrasound ◽

Convolutional Neural Networks ◽

Ultrasound Images ◽

Artery Disease ◽

Calcification Detection

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328 Automated analysis of nail clippings for onychomycosis using convolutional neural networks: A pilot study

Journal of Investigative Dermatology ◽

10.1016/j.jid.2020.03.335 ◽

2020 ◽

Vol 140 (7) ◽

pp. S41

Author(s):

J. Weed ◽

A. Hatzimemos ◽

S.A. Meehan ◽

N.K. Brinster ◽

R.H. Kim

Keyword(s):

Neural Networks ◽

Pilot Study ◽

Convolutional Neural Networks ◽

Automated Analysis

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Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images

Journal of Digital Imaging ◽

10.1007/s10278-016-9929-2 ◽

2016 ◽

Vol 30 (2) ◽

pp. 234-243 ◽

Cited By ~ 81

Author(s):

Phillip M. Cheng ◽

Harshawn S. Malhi

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Abdominal Ultrasound ◽

Ultrasound Images

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