An improved CNN-based thyroid nodule screening algorithm in ultrasound images

Author:

Yang Tian-Yu,Zhou Li-Qun,Li DeORCID,Han Xue-Hua,Piao Jin-ChunORCID

Funder

Education Department of Jilin Province

Natural Science Foundation of Jilin Province

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing,Biomedical Engineering

Reference53 articles.

1. Active surveillance versus immediate surgery: A comparison of clinical and quality of life outcomes among patients with highly suspicious thyroid nodules 1 cm or smaller in China;Liu;Eur. J. Surg. Oncol.,2023

2. Towards in vivo characterization of thyroid nodules suspicious for malignancy using multispectral optoacoustic tomography;Noltes;Eur. J. Nucl. Med. Mol. Imaging,2023

3. The efficacy and cost effectiveness of real time ultrasound elastography in the investigation of thyroid nodules and the diagnosis of thyroid cancer;Mehanna,2023

4. A computer-aided diagnosis system using artificial intelligence for the diagnosis and characterization of thyroid nodules on ultrasound: Initial clinical assessment;Choi;Thyroid,2017

5. Thyroid ultrasound reporting lexicon: White paper of the ACR thyroid imaging, reporting and data system (TI-RADS) committee;Grant;J. Am. Coll. Radiol.,2015

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Thyroid-DETR: Thyroid nodule detection model with transformer in ultrasound images;Biomedical Signal Processing and Control;2024-12

2. Analysis of thyroid nodule ultrasound images by image feature extraction technique;Современные инновации, системы и технологии - Modern Innovations, Systems and Technologies;2024-09-11

3. NFE-Net: Detection and Segmentation of Thyroid Nodules in Ultrasound Images Based on Nodule Feature Enhanced;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

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