基于系统综述的计算机辅助替代与增强沟通的概念环境

基于系统综述的闭锁综合征替代与增强沟通技术数据集,分类主要方法并提出了新系统概念。

SciELO journalsSciELO journals
DataCite Commons
2021-03-23 更新
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文本ComputerSystematic reviewLocked-in syndromeAssistive technology
A concept-environment for computer-based augmentative and alternative communication founded on a systematic review

基本信息

模态
文本
大小
0.000416034 GB
许可
CC BY 4.0
创建/更新时间
2021-03-23
版本
v1

资源简介

基于系统综述的计算机辅助替代与增强沟通的概念环境

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 6 个文件、合计 416.03 KB,主题涵盖 Computer、Systematic review、Locked-in syndrome、Assistive technology,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《A concept-environment for computer-based augmentative and alternative communication founded on a systematic review》。配套论文《A concept-environment for computer-based augmentative and alternative communication founded on a systematic review》发表于 Research on Biomedical Engineering(2015),DOI:10.1590/2446-4740.0601。源站首次发布:2018-12-26。

【数据内容】

源站原始描述:AbstractIntroductionLocked-In Syndrome is admittedly the worst case of motor and speech impairment, it seriously damages the ability of oral and gestural communication of patients. In recent years, alternative and augmentative communication technology has provided resources to restore these patients'' ability to communicate.MethodsIn order to relate and classify the main methods with that purpose, this work conducted a systematic review on several journal databases.ResultsWe found 203 related pap…

【数据结构与技术规格】

文件数 6 个,合计 416.03 KB。数据集 DOI:10.6084/m9.figshare.7518137.v1。

【主题与分类】

源站学科分类:Biological Engineering。主题标签:Computer、Systematic review、Locked-in syndrome、Assistive technology。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://scielo.figshare.com/articles/dataset/A_concept-environment_for_computer-based_augmentative_and_alternative_communication_founded_on_a_systematic_review/7518137

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

规范引用:Loja, Luiz Fernando Batista; Gomide, Renato de Sousa; Mendes, Fabiana Freitas; Teixeira, Ricardo Antonio Gonçalves; Lemos, Rodrigo Pinto; Flôres, Edna Lúcia (2015). A concept-environment for computer-based augmentative and alternative communication founded on a systematic review. SciELO journals. Da…

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "2446-4740-reng-2446-47400601-gf01.jpg" "https://ndownloader.figshare.com/files/13976615"
curl -L -o "2446-4740-reng-2446-47400601-gf02.jpg" "https://ndownloader.figshare.com/files/13976627"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/13976630"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/13976633"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/13976636"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/13976642"

文件清单

  • 2446-4740-reng-2446-47400601-gf01.jpg(213.40 KB)
  • 2446-4740-reng-2446-47400601-gf02.jpg(180.10 KB)
  • Table_1.xls(5.63 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)
  • Table_4.xls(5.63 KB)

文件总体积 416.03 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

AbstractIntroductionLocked-In Syndrome is admittedly the worst case of motor and speech impairment, it seriously damages the ability of oral and gestural communication of patients. In recent years, alternative and augmentative communication technology has provided resources to restore these patients’’ ability to communicate.MethodsIn order to relate and classify the main methods with that purpose, this work conducted a systematic review on several journal databases.ResultsWe found 203 related papers and 55 of them were selected to compose the study. After that, we classified them into three major groups and we identified the main difficulties when using each approach.ConclusionIn order to overcome these difficulties, we propose a new system concept to develop an adaptive, robust and low cost communication environment. The proposed system is composed of five modules: data entry, communication, aid to the caregiver and external interaction.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7518137.v1(source: https://scielo.figshare.com/articles/dataset/A_concept-environment_for_computer-based_augmentative_and_alternative_communication_founded_on_a_systematic_review/7518137)。

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