家庭计算机化认知训练对先天性或获得性脑损伤儿童患者的可行性：一项探索性研究

数据集获取（Figshare）

• 源站标题：Feasibility of a home-based computerized cognitive training for pediatric patients with congenital or acquired brain damage: An explorative study
• DOI：10.1371/journal.pone.0199001
• 发布日期：2018-06-20
• 文件数：2 个
• 文件总体积：444.65 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Feasibility_of_a_home-based_computerized_cognitive_training_for_pediatric_patients_with_congenital_or_acquired_brain_damage_An_explorative_study/6624668

命令行下载

curl -L -o "pone.0199001.s001.docx" "https://ndownloader.figshare.com/files/12121694"
curl -L -o "pone.0199001.s002.doc" "https://ndownloader.figshare.com/files/12121697"

文件清单

• pone.0199001.s001.docx（219.37 KB）
• pone.0199001.s002.doc（225.28 KB）

文件总体积 444.65 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

Objectives
Pediatric brain damage is associated with various cognitive deficits. Cognitive rehabilitation may prevent and reduce cognitive impairment. In recent years, home-based computerized cognitive training (CCT) has been introduced in clinical practice to increase treatment opportunities for patients (telerehabilitation). However, limited research has been conducted thus far on investigating the effects of remote CCT for the juvenile population in contexts other than English-speaking countries. The aim of the present study was to investigate the feasibility of a home-based CCT in a group of Italian adolescents with brain damage. A commercially available CCT (Lumosity) developed in the English language was used due to the lack of telerehabilitation programs in the Italian language that allow stimulation of multiple cognitive domains and, at the same time, remote automatic collection of data. Thus, this investigation provides information on the possibility of introducing CCT programs available in foreign languages in countries with limited investment in the telerehabilitation field.
Methods
32 adolescents aged 11–16 with a diagnosis of congenital or acquired (either traumatic or non-traumatic) brain damage participated in the study. They received 40 training sessions (5 days/week for 8 weeks). Before starting the training program, they received face-to-face demonstration of training exercises and written instructions in their mother tongue. The feasibility of both training and study design and procedures was assessed through 9 criteria taken from extant literature.
Results
All 9 feasibility criteria were met. 31 out of the 32 participants demonstrated adherence to the training program. 94.2% of training sessions were completed in the recommended timeframe. No significant technical issue was found.
Conclusions
Telerehabilitation seems to be a feasible practice for adolescents with brain damage. A training program developed in a foreign language can be used to counter the unavailability of programs in patients’ mother tongue.
Trial registration
The trial is registered with the ISRCTN registry with study ID ISRCTN59250807

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0199001（source: https://plos.figshare.com/articles/dataset/Feasibility_of_a_home-based_computerized_cognitive_training_for_pediatric_patients_with_congenital_or_acquired_brain_damage_An_explorative_study/6624668）。