使用红外热成像检测成人重症监护病房患者浅表性静脉炎：一项前瞻性单中心观察研究

数据集获取（Figshare）

• 源站标题：Use of infrared thermography in the detection of superficial phlebitis in adult intensive care unit patients: A prospective single-center observational study
• DOI：10.1371/journal.pone.0213754
• 发布日期：2019-03-13
• 文件数：6 个
• 文件总体积：643.93 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Use_of_infrared_thermography_in_the_detection_of_superficial_phlebitis_in_adult_intensive_care_unit_patients_A_prospective_single-center_observational_study/7839806

命令行下载

curl -L -o "pone.0213754.s001.tif" "https://ndownloader.figshare.com/files/14599892"
curl -L -o "pone.0213754.s002.docx" "https://ndownloader.figshare.com/files/14599895"
curl -L -o "pone.0213754.s003.docx" "https://ndownloader.figshare.com/files/14599898"
curl -L -o "pone.0213754.s004.docx" "https://ndownloader.figshare.com/files/14599904"
curl -L -o "pone.0213754.s005.docx" "https://ndownloader.figshare.com/files/14599907"
curl -L -o "pone.0213754.s006.sav" "https://ndownloader.figshare.com/files/14599910"

文件清单

• pone.0213754.s001.tif（558.49 KB）
• pone.0213754.s002.docx（16.24 KB）
• pone.0213754.s003.docx（14.66 KB）
• pone.0213754.s004.docx（17.64 KB）
• pone.0213754.s005.docx（15.69 KB）
• pone.0213754.s006.sav（21.20 KB）

文件总体积 643.93 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

Common methods to detect phlebitis may not be sufficient for patients in the intensive care unit (ICU). The goal of this study was to investigate the feasibility of infrared (IR) thermography to objectively detect phlebitis in adult ICU patients. We included a total of 128 adult ICU-patients in a pilot and subsequent validation study. Median [interquartile range] age was 62 [54–71] years and 88 (69%) patients were male. Severity of phlebitis was scored using the visual infusion phlebitis (VIP)-score, ranging from 0 (no phlebitis) to 5 (thrombophlebitis). The temperature difference (ΔT) between the insertion site and a proximal reference point was measured with IR thermography. In 78 (34%) catheters early phlebitis and onset of moderate phlebitis was observed (VIP-score of 1–3). In both the pilot and the validation study groups ΔT was significantly higher when the VIP-score was ≥1 compared to a VIP-score of 0 (p<0.01 and p<0.001, respectively). Multivariate analysis identified ΔT (p<0.001) and peripheral venous catheter (PVC) dwell time (p = 0.001) as significantly associated with phlebitis. IR thermography may be a promising technique to identify phlebitis in the ICU. An increased ΔT as determined with thermography may be a risk factor for phlebitis.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0213754（source: https://plos.figshare.com/articles/dataset/Use_of_infrared_thermography_in_the_detection_of_superficial_phlebitis_in_adult_intensive_care_unit_patients_A_prospective_single-center_observational_study/7839806）。