Future possibilities for artificial intelligence in the practical management of hypertension

血压 人工智能 计算机科学 医学 深度学习 大数据 机器学习 数据科学 数据挖掘 内科学
作者
Hiroshi Koshimizu,Ryosuke Kojima,Yasushi Okuno
出处
期刊:Hypertension Research [Springer Nature]
卷期号:43 (12): 1327-1337 被引量:27
标识
DOI:10.1038/s41440-020-0498-x
摘要

The use of artificial intelligence in numerous prediction and classification tasks, including clinical research and healthcare management, is becoming increasingly more common. This review describes the current status and a future possibility for artificial intelligence in blood pressure management, that is, the possibility of accurately predicting and estimating blood pressure using large-scale data, such as personal health records and electronic medical records. Individual blood pressure continuously changes because of lifestyle habits and the environment. This review focuses on two topics regarding controlling changing blood pressure: a novel blood pressure measurement system and blood pressure analysis using artificial intelligence. Regarding the novel blood pressure measurement system, we compare the conventional cuff-less method with the analysis of pulse waves using artificial intelligence for blood pressure estimation. Then, we describe the prediction of future blood pressure values using machine learning and deep learning. In addition, we summarize factor analysis using explainable AI to solve a black-box problem of artificial intelligence. Overall, we show that artificial intelligence is advantageous for hypertension management and can be used to establish clinical evidence for the practical management of hypertension.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
刚刚
Lay完成签到,获得积分10
1秒前
1秒前
九月发布了新的文献求助10
1秒前
Zzc2026应助ruru采纳,获得10
1秒前
1秒前
木子发布了新的文献求助10
1秒前
大葱鸭发布了新的文献求助10
1秒前
111发布了新的文献求助10
2秒前
fsz发布了新的文献求助10
2秒前
思源应助未闻星名采纳,获得10
2秒前
2秒前
2秒前
stone完成签到,获得积分10
4秒前
李李李发布了新的文献求助10
4秒前
Lucifer完成签到,获得积分10
4秒前
4秒前
5秒前
李爱国应助迅速雅阳采纳,获得10
5秒前
5秒前
鱼儿会飞完成签到,获得积分10
6秒前
6秒前
沉舟完成签到,获得积分10
6秒前
星子发布了新的文献求助10
6秒前
6秒前
Kevin发布了新的文献求助10
6秒前
6秒前
幽默白竹完成签到,获得积分20
6秒前
幸福晓夏发布了新的文献求助10
6秒前
6秒前
京崋倦客完成签到,获得积分10
6秒前
英姑应助Sy采纳,获得10
7秒前
bobo发布了新的文献求助10
7秒前
7秒前
无极微光应助小淘气采纳,获得20
7秒前
9秒前
上官若男应助一水独流采纳,获得10
9秒前
XWBZQC完成签到,获得积分10
9秒前
youxiaotong完成签到,获得积分10
9秒前
高分求助中
The Wiley Blackwell Companion to Diachronic and Historical Linguistics 3000
Standards for Molecular Testing for Red Cell, Platelet, and Neutrophil Antigens, 7th edition 1000
HANDBOOK OF CHEMISTRY AND PHYSICS 106th edition 1000
ASPEN Adult Nutrition Support Core Curriculum, Fourth Edition 1000
Signals, Systems, and Signal Processing 610
脑电大模型与情感脑机接口研究--郑伟龙 500
GMP in Practice: Regulatory Expectations for the Pharmaceutical Industry 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6295724
求助须知:如何正确求助?哪些是违规求助? 8113316
关于积分的说明 16980974
捐赠科研通 5357999
什么是DOI,文献DOI怎么找? 2846655
邀请新用户注册赠送积分活动 1823851
关于科研通互助平台的介绍 1678994