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

Journal of Digital Imaging

Jul 12, 2017

Jianning ChiMark Eramian

Abstract

With many thyroid nodules being incidentally detected, it is important to identify as many malignant nodules as possible while excluding those that are highly likely to be benign from fine needle aspiration (FNA) biopsies or surgeries. This paper presents a computer-aided diagnosis (CAD...read more

Mentioned in this Paper

Biological Neural Networks
Classification
Nodule
Computer Assisted Diagnosis
Ultrasound Thyroid
Fine Needle Aspiration Biopsy
Coronary Arteriosclerosis
Neural Stem Cells
Neural Network Simulation
Malignant Paraganglionic Neoplasm
3
120
Paper Details
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Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network

Journal of Digital Imaging

Jul 12, 2017

Jianning ChiMark Eramian

PMID: 28695342

DOI: 10.1007/s10278-017-9997-y

Abstract

With many thyroid nodules being incidentally detected, it is important to identify as many malignant nodules as possible while excluding those that are highly likely to be benign from fine needle aspiration (FNA) biopsies or surgeries. This paper presents a computer-aided diagnosis (CAD...read more

Mentioned in this Paper

Biological Neural Networks
Classification
Nodule
Computer Assisted Diagnosis
Ultrasound Thyroid
Fine Needle Aspiration Biopsy
Coronary Arteriosclerosis
Neural Stem Cells
Neural Network Simulation
Malignant Paraganglionic Neoplasm
3
120

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Neural Networks

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Coronary Artery Aneurysm

Coronary artery aneurysms are the dilation of the coronary arteries that supply the heart tissue with blood and nutrients. The dilation exceeds 1.5 times the normal artery size. Complications can occur if these aneurysms rupture. Here is the latest research on coronary artery aneurysms.

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Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology SocietyMarch 9, 2017
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Paper Details
References
  • References
  • Citations13
  • finger pointing at paper

    References currently unavailable

    We're still populating references for this paper, please check back later.
  • References
  • Citations13
12

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