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

A review of thyroid gland segmentation and thyroid nodule segmentation methods for medical ultrasound images

(2020) Junying Chen et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Ensemble Deep Learning Model for Multicenter Classification of Thyroid Nodules on Ultrasound Images

(2020) Xi Wei et al.   MEDICAL SCIENCE MONITOR

Automatic thyroid nodule recognition and diagnosis in ultrasound imaging with the YOLOv2 neural network

(2019) Lei Wang et al.   World Journal of Surgical Oncology

Parametrical modelling for texture characterization—A novel approach applied to ultrasound thyroid segmentation

(2019) Alfredo Illanes et al.   PLoS One

Comparison between linear and nonlinear machine-learning algorithms for the classification of thyroid nodules

(2019) Fu-sheng Ouyang et al.   EUROPEAN JOURNAL OF RADIOLOGY

DW-Net: A cascaded convolutional neural network for apical four-chamber view segmentation in fetal echocardiography

(2019) Lu Xu et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Segmentation and Diagnosis of Papillary Thyroid Carcinomas Based on Generalized Clustering Algorithm in Ultrasound Elastography

(2019) Weiqiang Huang   JOURNAL OF MEDICAL SYSTEMS

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

(2019) Tianjiao Liu et al.   MEDICAL IMAGE ANALYSIS

A Hybrid Multilayer Filtering Approach for Thyroid Nodule Segmentation on Ultrasound Images

(2018) Ali Abbasian Ardakani et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Glaucoma diagnosis based on both hidden features and domain knowledge through deep learning models

(2018) Yidong Chai et al.   KNOWLEDGE-BASED SYSTEMS

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

(2018) Yutong Xie et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A pre-trained convolutional neural network based method for thyroid nodule diagnosis

(2017) Jinlian Ma et al.   ULTRASONICS

Real-time Ultrasound Elastography in the Differential Diagnosis of Benign and Malignant Thyroid Nodules

(2017) Yurong Hong et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Quantitative Evaluation for Differentiating Malignant and Benign Thyroid Nodules Using Histogram Analysis of Grayscale Sonograms

(2016) Se Jin Nam et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Thyroid lesion classification in 242 patient population using Gabor transform features from high resolution ultrasound images

(2016) U Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

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