基于射频的骨质减少/骨质疏松筛查神经网络分类器应用数据集

资源简介

基于射频的骨质减少/骨质疏松筛查神经网络分类器应用数据集

【数据集背景】

本数据集源站标题为《Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening》。源站首次发布：2020-12-23。

【数据内容】

源站原始描述：This data accompanies a paper of the same title, Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening. This data set includes the subjects'' de-identified data from the study. The overall results of the study showed the ability of a neural network to differentiate between osteoporotic and healthy subjects was up to 95% specificity and 76% sensitivity.The CSV files are the output of the network analyzer, the MAT files are the same data after de-imbed…

【数据结构与技术规格】

文件数 321 个，合计 4.96 MB。DS01L.mat：application/octet-stream，7.36 KB。DS01R.mat：application/octet-stream，7.37 KB。DS02L.mat：application/octet-stream，7.37 KB。数据集 DOI：10.6084/m9.figshare.13484601.v1。

【主题与分类】

源站学科分类：Rheumatology and arthritis、Cognitive neuroscience。主题标签：osteoporosis、osteopenia、Radiofrequency Measurements、Neural Networks (NN)、Artificial Intelligence、Signal Processing、Rheumatology and Arthritis、Neurocognitive Patterns and Neural Networks。

【适用方向】

源站学科分类标注为 Rheumatology and arthritis、Cognitive neuroscience。

【获取与许可】

源站页面：https://figshare.com/articles/dataset/Application_of_a_Neural_Network_Classifier_to_Radiofrequency-Based_Osteopenia_Osteoporosis_Screening/13484601

使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。

规范引用：Adams, Johnathan (2020). Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening. figshare. Dataset

【使用注意】

· 源站最后修改于 2023-06-02，引用时请注意版本时效。