预测分析在怀孕,分娩和产后护理护理中的应用
MCN. The American journal of maternal child nursing
|December 26, 2024
概括
预测分析可以通过预测怀孕和分娩期间的风险来提高生殖健康. 解决偏见和道德问题对于公平实施围产期护理至关重要.
科学领域:
- 生殖健康 生殖健康
- 围产期护理 围产期护理
- 预测分析是一种预测分析.
背景情况:
- 预测分析为改善生殖健康结果提供了潜力.
- 准确预测怀孕和分娩的风险可以导致更早的干预和减少不良事件.
研究的目的:
- 引入预测分析概念.
- 描述预测建模在各种围产期护理主题中的应用.
- 突出实施的挑战和伦理考虑.
主要方法:
- 对预测分析概念的审查.
- 预测建模应用在生育,产前,分娩,分娩结果和产后情绪障碍方面的描述.
主要成果:
- 一些预测模型显示足够的准确性 (AUC 0.7-0.9).
- 大多数模型都需要在不同人群中进行进一步的外部验证.
- 种族偏见是当前预测模型的一个重大局限.
结论:
- 护士在数据质量和传达模型输出方面发挥着至关重要的作用.
- 解决伦理挑战和模型的局限性对于公平的翻译至关重要.
- 以患者为中心的产周护理可以通过负责任地实施的预测工具来支持.
相关概念视频
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
Nursing Diagnosis
2.6K
Following assessment, a nursing diagnosis is the next step in the nursing process. It begins after the nurse has collected and recorded the patient data. The purpose of diagnosing is to identify how the client responds to actual or potential health processes, identify factors that bestow or that cause health problems, the etiologies, and identify resources or strengths the individual, group, or community can draw on to prevent or resolve problems.
The nursing diagnosis focuses on evidence-based...
The nursing diagnosis focuses on evidence-based...
2.6K
Steps in Outbreak Investigation
105
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
105
Documentation of Nursing Diagnosis
1.2K
The nurse documents nursing diagnoses and enters them into the patient record. The identified patient's nursing diagnosis is either written out with a plan of care or entered into the electronic health record.
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
1.2K
Regression Toward the Mean
6.3K
Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
6.3K
Current Trends in Nursing I
1.4K
Current trends in nursing include:
1.4K


