纳米传感器柔性电子与LiFi通信用于挥发物组学远程医疗数据集

数据集获取（Figshare）

• 源站标题：Nanosensor-Based
  Flexible Electronic Assisted with
  Light Fidelity Communicating Technology for Volatolomics-Based Telemedicine
• DOI：10.1021/acsnano.0c06137.s003
• 发布日期：2020-11-03
• 文件数：1 个
• 文件总体积：734.40 KB
• 源站页面：https://acs.figshare.com/articles/dataset/Nanosensor-Based_Flexible_Electronic_Assisted_with_Light_Fidelity_Communicating_Technology_for_Volatolomics-Based_Telemedicine/13182894

命令行下载

curl -L -o "nn0c06137_si_003.zip" "https://ndownloader.figshare.com/files/25374231"

文件清单

• nn0c06137_si_003.zip（734.40 KB）

文件总体积 734.40 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

Telemedicine provides an attractive
vision for tele-monitoring
human health conditions and, thus, offers the opportunity for timely
preventing chronic disease. A key limitation of promoting telemedicine
in clinic application is the lack of a noninvasive med-tech and effective
monitoring platform, which should be wearable and capable of high-performance
tele-monitoring of health risk. Here we proposed a volatolomics-based
telemedicine for continuously and noninvasively assessing human health
status through continuously tracking the variation of volatile markers
derived from human breath or skin. Particularly, a nanosensor-based
flexible electronic was specifically designed to serve as a powerful
platform for implementing the proposed cost-effective healthcare.
An all-flexible and highly packed makeup (all functional units were
integrated in a 220.19 cm3 plate) enables an electronic,
compact configuration and the capability of resisting negative impact
derived from customers’ daily movement. Notably, the nanosensor-based
electronic demonstrates high specificity,
quick response rate (t90% = 4.5 s), and
desirable low detection limit (down to 0.117 ppm) in continuous tele-monitoring
chronic-disease-related volatile marker (e.g., acetone). Assisted
by the power saved light fidelity (Li-Fi) communicating technology,
a clinic proof on the specifically designed electronic for noninvasively
and uninterrupted assessing potential health risk (e.g., diabetics)
is successfully implemented, with the accuracy of around 81%. A further
increase in the accuracy of prewarning is predicted by excluding the
impact of individual differences such as the gender, age, and smoking
status of the customer. These promising pilot results indicate a bright
future for the tailor-made nanosensing-device-supported volatolomics-based
telemedicine in preventing chronic diseases and increasing patients’
survival rate.

许可

CC BY-NC 4.0

引用

学术使用请引用 DOI 10.1021/acsnano.0c06137.s003（source: https://acs.figshare.com/articles/dataset/Nanosensor-Based_Flexible_Electronic_Assisted_with_Light_Fidelity_Communicating_Technology_for_Volatolomics-Based_Telemedicine/13182894）。