使用LED照射和天然乳胶治疗糖尿病足溃疡的系统

数据集获取（Figshare）

• 源站标题：A system for treatment of diabetic foot ulcers using led irradiation and natural latex
• DOI：10.6084/m9.figshare.7508921.v1
• 发布日期：2018-12-26
• 文件数：10 个
• 文件总体积：1.97 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/A_system_for_treatment_of_diabetic_foot_ulcers_using_led_irradiation_and_natural_latex/7508921

命令行下载

curl -L -o "2446-4740-reng-2446-47400744-gf01.jpg" "https://ndownloader.figshare.com/files/13923131"
curl -L -o "2446-4740-reng-2446-47400744-gf02.jpg" "https://ndownloader.figshare.com/files/13923137"
curl -L -o "2446-4740-reng-2446-47400744-gf03.jpg" "https://ndownloader.figshare.com/files/13923143"
curl -L -o "2446-4740-reng-2446-47400744-gf04.jpg" "https://ndownloader.figshare.com/files/13923146"
curl -L -o "2446-4740-reng-2446-47400744-gf05.jpg" "https://ndownloader.figshare.com/files/13923149"
curl -L -o "2446-4740-reng-2446-47400744-gf06.jpg" "https://ndownloader.figshare.com/files/13923152"
curl -L -o "2446-4740-reng-2446-47400744-gf07.jpg" "https://ndownloader.figshare.com/files/13923155"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/13923158"

文件清单

• 2446-4740-reng-2446-47400744-gf01.jpg（463.28 KB）
• 2446-4740-reng-2446-47400744-gf02.jpg（343.90 KB）
• 2446-4740-reng-2446-47400744-gf03.jpg（77.26 KB）
• 2446-4740-reng-2446-47400744-gf04.jpg（97.71 KB）
• 2446-4740-reng-2446-47400744-gf05.jpg（67.93 KB）
• 2446-4740-reng-2446-47400744-gf06.jpg（430.69 KB）
• 2446-4740-reng-2446-47400744-gf07.jpg（476.00 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（5.63 KB）

文件总体积 1.97 MB（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

Abstract Introduction: We developed and tested a new system for inducing the healing of diabetic foot ulcers. The system relies on the regenerative properties of its two components: an insole with a sheet of natural latex and a device that contains a matrix of light emitting diodes with wavelength of 635 nm. Methods The electronic and latex based devices were developed, and a four weeks test was performed in one control group (CG) of five ulcers and one experimental group (EG) of eight ulcers. The CG was treated with a standard approach, based on a silver-releasing foam dressing, and the EG was treated with the system under test. For each ulcer, an index for quantifying the percentage ulcer recovery, named CRU(%), has been calculated; a CRU(%) = 0% means no healing, and a CRU(%) = 100% means total healing. Results There were statistically significant increases of CRU(%) of 51.8% (p = 0.022), for the CG, and of 78.4% (p < 0.001), for the EG. The increase in the EG was higher than the increase in the CG, and the difference was statistically significant (p < 0.001). The results showed that the proposed method had, for these particular sets of ulcers, faster healing rates, than for the standard method. Conclusion The results hint that the proposed method seems promising as a future treatment method. However, the technique must undergo further testing before it can be considered for extensive clinical applications.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7508921.v1（source: https://scielo.figshare.com/articles/dataset/A_system_for_treatment_of_diabetic_foot_ulcers_using_led_irradiation_and_natural_latex/7508921）。