Interpretability research of deep learning: A literature survey

B Xua, G Yang - Information Fusion, 2024 - Elsevier
Deep learning (DL) has been widely used in various fields. However, its black-box nature
limits people's understanding and trust in its decision-making process. Therefore, it becomes …

UMAM-NET: ultrasound thyroid nodule malignancy grading network based on multi-subnet attention mechanism

H Bi, F Wang, YH Xiong, ZH Dong, Y Jiang… - Pattern Analysis and …, 2025 - Springer
Abstract Background and Objectives: Thyroid nodules are one of the most common thyroid
diseases, and their incidence has been on the rise in recent years. Ultrasound imaging, due …

Analysis of thyroid nodule ultrasound images by image feature extraction technique

ХР Тахира, Х Фида, МД Ислам, О Фарук - … инновации, системы и …, 2024 - oajmist.com
The most frequent left thyroid nodule is the presence of thyroid nodules that have never
been seen before. With X-ray computed tomography (CT) being used more often in …

[HTML][HTML] Анализ ультразвуковых изображений узлов щитовидной железы с помощью метода извлечения характеристик изображения

ХР Тахира, Х Фида, И Джахидул… - … инновации, системы и …, 2024 - cyberleninka.ru
Наиболее частым случаем при анализе узлов левой щитовидной железы является
наличие узлов щитовидной железы, которые никогда не были видны ранее. Однако …