Automatic thyroid nodule recognition and diagnosis in ultrasound imaging with the YOLOv2 neural network
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Automatic thyroid nodule recognition and diagnosis in ultrasound imaging with the YOLOv2 neural network
Authors
Keywords
Artificial intelligence, Thyroid nodules, Ultrasound, YOLOv2 neural network, Computer-aided diagnosis systems
Journal
World Journal of Surgical Oncology
Volume 17, Issue 1, Pages -
Publisher
Springer Nature
Online
2019-01-09
DOI
10.1186/s12957-019-1558-z
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Computer-Aided Diagnosis of Thyroid Nodules via Ultrasonography: Initial Clinical Experience
- (2018) Young Jin Yoo et al. KOREAN JOURNAL OF RADIOLOGY
- Computer-aided diagnosis of malignant or benign thyroid nodes based on ultrasound images
- (2017) Qin Yu et al. EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY
- Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network
- (2017) Jianning Chi et al. JOURNAL OF DIGITAL IMAGING
- Cascade convolutional neural networks for automatic detection of thyroid nodules in ultrasound images
- (2017) Jinlian Ma et al. MEDICAL PHYSICS
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- A pre-trained convolutional neural network based method for thyroid nodule diagnosis
- (2017) Jinlian Ma et al. ULTRASONICS
- Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks
- (2017) Jinlian Ma et al. International Journal of Computer Assisted Radiology and Surgery
- Malignancy risk stratification of thyroid nodules: comparisons of four ultrasound Thyroid Imaging Reporting and Data Systems in surgically resected nodules
- (2017) Ying Wang et al. Scientific Reports
- Cancer statistics in China, 2015
- (2016) Wanqing Chen et al. CA-A CANCER JOURNAL FOR CLINICIANS
- 2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer: What is new and what has changed?
- (2016) Bryan R. Haugen CANCER
- AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS, AMERICAN COLLEGE OF ENDOCRINOLOGY, AND ASSOCIAZIONE MEDICI ENDOCRINOLOGI MEDICAL GUIDELINES FOR CLINICAL PRACTICE FOR THE DIAGNOSIS AND MANAGEMENT OF THYROID NODULES – 2016 UPDATE
- (2016) Hossein Gharib et al. Endocrine Practice
- Computer-aided diagnosis for classifying benign versus malignant thyroid nodules based on ultrasound images: A comparison with radiologist-based assessments
- (2016) Yongjun Chang et al. MEDICAL PHYSICS
- Incidences of Unfavorable Events in the Management of Low-Risk Papillary Microcarcinoma of the Thyroid by Active Surveillance Versus Immediate Surgery
- (2016) Hitomi Oda et al. THYROID
- 2015 American Thyroid Association Management Guidelines for Adult Patients with Thyroid Nodules and Differentiated Thyroid Cancer: The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer
- (2016) Bryan R. Haugen et al. THYROID
- Cancer statistics, 2015
- (2015) Rebecca L. Siegel et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Thyroid cancer mortality and incidence: A global overview
- (2014) Carlo La Vecchia et al. INTERNATIONAL JOURNAL OF CANCER
- Computer-Aided Diagnostic System for Detection of Hashimoto Thyroiditis on Ultrasound Images From a Polish Population
- (2014) U. Rajendra Acharya et al. JOURNAL OF ULTRASOUND IN MEDICINE
- Department of Error
- (2014) LANCET
- Korea's Thyroid-Cancer “Epidemic” — Screening and Overdiagnosis
- (2014) Hyeong Sik Ahn et al. NEW ENGLAND JOURNAL OF MEDICINE
- Cost-Effective and Non-Invasive Automated Benign & Malignant Thyroid Lesion Classification in 3D Contrast-Enhanced Ultrasound Using Combination of Wavelets and Textures: A Class of ThyroScan™ Algorithms
- (2014) U. R. Acharya et al. TECHNOLOGY IN CANCER RESEARCH & TREATMENT
- A Comparison of Two Commercial Volumetry Software Programs in the Analysis of Pulmonary Ground-Glass Nodules: Segmentation Capability and Measurement Accuracy
- (2013) Hyungjin Kim et al. KOREAN JOURNAL OF RADIOLOGY
- A Computer Aided Diagnosis System for Thyroid Disease Using Extreme Learning Machine
- (2012) Li-Na Li et al. JOURNAL OF MEDICAL SYSTEMS
- Cancer survival in England and the influence of early diagnosis: what can we learn from recent EUROCARE results?
- (2009) C S Thomson et al. BRITISH JOURNAL OF CANCER
- Computer-Aided Diagnosis for the Differentiation of Malignant from Benign Thyroid Nodules on Ultrasonography
- (2008) Kyoung Ja Lim et al. ACADEMIC RADIOLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreDiscover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversation