数据表1：营养不良和感染导致慢性心力衰竭患者预后不良和经济负担加重

数据集获取（Figshare）

• 源站标题：Data_Sheet_1_Malnutrition and infection lead to poor prognosis and heavy financial burden of patients with chronic heart failure.PDF
• DOI：10.3389/fcvm.2022.1045262.s001
• 发布日期：2022-12-01
• 文件数：1 个
• 文件总体积：119.08 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Malnutrition_and_infection_lead_to_poor_prognosis_and_heavy_financial_burden_of_patients_with_chronic_heart_failure_PDF/21654014

命令行下载

curl -L -o "Data_Sheet_1_Malnutrition and infection lead to poor prognosis and heavy financial burden of patients with chronic heart failure.PDF" "https://ndownloader.figshare.com/files/38390963"

文件清单

• Data_Sheet_1_Malnutrition and infection lead to poor prognosis and heavy financial burden of patients with chronic heart failure.PDF（119.08 KB）

文件总体积 119.08 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

BackgroundChronic heart failure (CHF) is a major public health concern, as it is associated with poor prognosis and heavy financial burden. In recent years, there has been increasing interest in medications for CHF in China, but few studies pay attention to the effects of nutrition and infection.
Methods and resultsThis was a retrospective study collected patients with CHF admitted to the Department of Cardiology of Qilu Hospital of Shandong University from January 2017 to May 2018. Patients were classified according to the prognosis and the financial burden. Through comparison and regression analysis, we found that the factor associated with worse prognosis were decreased heart rate, albumin and prealbumin; β-blockers and mineralocorticoid receptor antagonism (MRA) were the factor improved the prognosis of patients with CHF; the factor overburdening financial condition were infection, decreased prealbumin, high Alanine aminotransferase (ALT), usage of recombinant human brain natriuretic peptide (rhBNP) and Levosimendan; aspirin and Sacubitril/Valsartan were the factor releasing financial burden of patients with CHF. Then, we grouped by Controlling Nutritional Status (CONUT) score, which enabled evaluation of the patient’‘s protein reserve and immune defenses. Patients in the malnutrition group had higher infection ratios, longer hospital stays, and greater hospital expenses than the normal group. The improvement ratios of therapeutic outcomes in the moderate or severe malnutrition group were lower than in the normal and mild malnutrition group.
ConclusionMalnutrition and infection caused poor prognosis and increased financial burden of patients with CHF. The high CONUT score indicated the CHF patient’'s unfavorable prognosis and heavy financial burden.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fcvm.2022.1045262.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Malnutrition_and_infection_lead_to_poor_prognosis_and_heavy_financial_burden_of_patients_with_chronic_heart_failure_PDF/21654014）。