临床编码员对压力性损伤编码的观点（澳大利亚维多利亚州急性护理服务）

数据集获取（Figshare）

• 源站标题：Data_Sheet_1_Clinical Coders’’ Perspectives on Pressure Injury Coding in Acute Care Services in Victoria, Australia.pdf
• DOI：10.3389/fpubh.2022.893482.s001
• 发布日期：2022-06-01
• 文件数：1 个
• 文件总体积：127.32 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Clinical_Coders_Perspectives_on_Pressure_Injury_Coding_in_Acute_Care_Services_in_Victoria_Australia_pdf/19947152

命令行下载

curl -L -o "Data_Sheet_1_Clinical Coders'' Perspectives on Pressure Injury Coding in Acute Care Services in Victoria, Australia.pdf" "https://ndownloader.figshare.com/files/35496680"

文件清单

• Data_Sheet_1_Clinical Coders'' Perspectives on Pressure Injury Coding in Acute Care Services in Victoria, Australia.pdf（127.32 KB）

文件总体积 127.32 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

Pressure injuries (PIs) substantively impact quality of care during hospital stays, although only when they are severe or acquired as a result of the hospital stay are they reported as quality indicators. Globally, researchers have repeatedly highlighted the need to invest more in quality improvement, risk assessment, prevention, early detection, and care for PI to avoid the higher costs associated with treatment of PI. Coders’’ perspectives on quality assurance of the clinical coded PI data have never been investigated. This study aimed to explore challenges that hospital coders face in accurately coding and reporting PI data and subsequently, explore reasons why data sources may vary in their reporting of PI data. This article is based upon data collected as part of a multi-phase collaborative project to build capacity for optimizing PI prevention across Monash Partners health services. We have conducted 16 semi-structured phone interviews with clinical coders recruited from four participating health services located in Melbourne, Australia. One of the main findings was that hospital coders often lacked vital information in clinicians’’ records needed to code PI and report quality indicators accurately and highlighted the need for quality improvement processes for PI clinical documentation. Nursing documentation improvement is a vital component of the complex capacity building programs on PI prevention in acute care services and is relied on by coders. Coders reported the benefit of inter-professional collaborative workshops, where nurses and coders shared their perspectives. Collaborative workshops had the potential to improve coders’’ knowledge of PI classification and clinicians’’ understanding of what information should be included when documenting PI in the medical notes. Our findings identified three methods of quality assurance were important to coders to ensure accuracy of PI reporting: (1) training prior to initiation of coding activity and (2) continued education, and (3) audit and feedback communication about how to handle specific complex cases and complex documentation. From a behavioral perspective, most of the coders reported confidence in their own

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2022.893482.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Clinical_Coders_Perspectives_on_Pressure_Injury_Coding_in_Acute_Care_Services_in_Victoria_Australia_pdf/19947152）。