Thyroid ultrasound imageImage semantic segmentationFully convolutional neural networkBased on U-shaped Fully Convolutional Neural Network (UNET), Convolutional Neural Network (CNN) classifier and Deep Fully Convolutional Neural Network (FCN), this paper proposes a thyroid nodule segmentation model in form ...
Fig. 3. Contrast-Enhanced Ultrasound (CEUS). Heterogeneous iso-enhancement of the thyroid nodule (a) is observed with early wash-out with respect to the thyroid parenchyma adjacent at 45 s (b). Fig.4. Enhancement curves analysis. In the upper images different ROIs were placed in the central...
Kang Q, Lao Q, Li Y, Jiang Z, Qiu Y, Zhang S, Li K Abstract Thyroid nodule segmentation and classification in ultrasound images are two essential but challenging tasks for computer-aided diagnosis of thyroid nodules. Since these two tasks are inherently related to each other and sharing some...
PURPOSE: Delineation of thyroid nodule boundaries from ultrasound images plays an important role in calculation of clinical indices and diagnosis of thyroid diseases. However, it is challenging for accurate and automatic segmentation of thyroid nodules because of their heterogeneous appearance and components...
机器翻译 图表提取 Figure_1 Figure_2 Figure_3 Figure_4 展开全部 6个 Segmentation of Medical Images with Regional Inhomogeneities Speckle Patch Similarity for Echogenicity-Based Multiorgan Segmentation in Ultrasound Images of the Thyroid Gland Computer-Aided Diagnosis of Thyroid Nodule: A Review ...
When a nodule causes the thyroid to make too much hormone, this is sometimes called a "hot nodule." It may cause: Weight loss Muscle weakness Heat intolerance Anxiousness Irritability Irregular heartbeat Weak bones Hypothyroidism symptoms Sometimes, people with thyroid nodules make too little thyroid...
A hybrid multi-scale model for thyroid nodule boundary detection on ultrasound images A hybrid model for thyroid nodule boundary detection on ultrasound images is introduced. The segmentation model combines the advantages of the "谩 trous" w... S Tsantis,N Dimitropoulos,D Cavouras,... - 《Com...
ΤND: A Thyroid Nodule Detection System for Analysis of Ultrasound Images and Videos In this paper, we present a computer-aided-diagnosis (CAD) system prototype, named TND (Thyroid Nodule Detector), for the detection of nodular tissue in ul... Eystratios,G.,Keramidas,... - 《Journal of ...
Thyroid Nodule Segmentation and Classification in Ultrasound Images Dataset In the challenge, the participants will be provided the US nodular thyroid dataset supplied by Shanghai Ruijin Hospital. This data comes from the Chinese Medical Ultrasound Artificial Intelligence Alliance (CMUAA) initiated by doct...
Computer-Aided Diagnosis of Thyroid Nodule from Ultrasound Images Using Transfer Learning from Deep Convolutional Neural Network Models Nowadays, thyroid cancer is considered as one of the most common endocrine cancer in the human body. Ultrasonography is the primary imaging modality for th... OA Aji...