Sensors (Basel, Switzerland). 2020 Sep 21;20(18):5411. doi: 10.3390/s20185411 Q23.52025

Radiomics for Gleason Score Detection through Deep Learning

通过深度学习进行Gleason评分检测的影像组学研究翻译改进

Luca Brunese¹, Francesco Mercaldo^{1 2}, Alfonso Reginelli³, Antonella Santone¹

作者单位 +展开

作者单位

¹ Department of Medicine and Health Sciences "Vincenzo Tiberio", University of Molise, 86100 Campobasso, Italy.

² Institute for Informatics and Telematics, National Research Council of Italy, 56121 Pisa, Italy.

³ Department of Precision Medicine, University of Campania "Luigi Vanvitelli", 80100 Napoli, Italy.

DOI: 10.3390/s20185411 PMID: 32967291

摘要 Ai翻译

Prostate cancer is classified into different stages, each stage is related to a different Gleason score. The labeling of a diagnosed prostate cancer is a task usually performed by radiologists. In this paper we propose a deep architecture, based on several convolutional layers, aimed to automatically assign the Gleason score to Magnetic Resonance Imaging (MRI) under analysis. We exploit a set of 71 radiomic features belonging to five categories: First Orde... ...点击完成人机验证后继续浏览

相关内容

期刊名：Sensors

缩写：SENSORS-BASEL

ISSN：N/A

e-ISSN：1424-8220

IF/分区：3.5/Q2

文章目录更多期刊信息

全文链接

官方链接

PMC全文

引文链接

复制

已复制！

格式：

Radiomics for Gleason Score Detection through Deep Learning

通过深度学习进行Gleason评分检测的影像组学研究翻译改进

Application interface design of Chongqing intangible cultural heritage based on deep learning

基于深度学习的重庆非物质文化遗产应用程序界面设计

PulmoNet: a novel deep learning based pulmonary diseases detection model

PulmoNet：一种新颖的基于深度学习的肺部疾病检测模型

Mapping the glycosyltransferase fold landscape using interpretable deep learning

使用可解释的深度学习来绘制糖基转移酶结构景观

[Progress in biomedical data analysis based on deep learning]

基于深度学习的生物医学数据分析进展

DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep Learning

基于多模态深度学习的烧伤手术适应性预测_DL4Burn

Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions

深度学习：技术、分类、应用和研究方向综述

Expert-Level Immunofixation Electrophoresis Image Recognition based on Explainable and Generalizable Deep Learning

基于可解释和通用的深度学习的专家级免疫固定电泳图像识别

Deep Learning Is Singular, and That's Good

深度学习是奇异性，这很好

Radiomics for Gleason Score Detection through Deep Learning

通过深度学习进行Gleason评分检测的影像组学研究 翻译改进

Application interface design of Chongqing intangible cultural heritage based on deep learning

基于深度学习的重庆非物质文化遗产应用程序界面设计

PulmoNet: a novel deep learning based pulmonary diseases detection model

PulmoNet：一种新颖的基于深度学习的肺部疾病检测模型

Mapping the glycosyltransferase fold landscape using interpretable deep learning

使用可解释的深度学习来绘制糖基转移酶结构景观

[Progress in biomedical data analysis based on deep learning]

基于深度学习的生物医学数据分析进展

DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep Learning

基于多模态深度学习的烧伤手术适应性预测_DL4Burn

Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions

深度学习：技术、分类、应用和研究方向综述

Expert-Level Immunofixation Electrophoresis Image Recognition based on Explainable and Generalizable Deep Learning

基于可解释和通用的深度学习的专家级免疫固定电泳图像识别

Deep Learning Is Singular, and That's Good

深度学习是奇异性，这很好

通过深度学习进行Gleason评分检测的影像组学研究翻译改进