MIMIC-III Waveform Database Matched Subset

The MIMIC-III Waveform Database Matched Subset contains 22,317 waveform
records, and 22,247 numerics records, for 10,282 distinct ICU patients. These
recordings typically include digitized signals such as ECG, ABP, respiration,
and PPG, as well as periodic measurements such as heart rate, oxygen
saturation, and systolic, mean, and diastolic blood pressure.

This database is a subset of the [MIMIC-III Waveform
Database](/content/mimic3wdb/), representing those records for which the
patient has been identified, and their corresponding clinical records are
available in the [MIMIC-III Clinical Database](/content/mimiciii/).

*[ICU]: Intensive care unit
*[ECG]: Electrocardiogram
*[ABP]: Arterial blood pressure
*[PPG]: Photoplethysmogram

MIMIC-III 波形数据库匹配子集包含22317条波形记录与22247条数值记录，对应10282名不同的重症监护病房（Intensive Care Unit, ICU）患者。这些记录通常包含数字化信号，如心电图（Electrocardiogram, ECG）、有创动脉血压（Arterial blood pressure, ABP）、呼吸信号及光电容积描记图（Photoplethysmogram, PPG），同时涵盖心率、血氧饱和度、收缩压、平均动脉压与舒张压等周期性测量指标。

该数据库为[MIMIC-III 波形数据库](/content/mimic3wdb/)的子集，仅包含已完成患者身份识别，且其对应临床记录可在[MIMIC-III 临床数据库](/content/mimiciii/)中获取的记录。

*[ICU]：重症监护病房（Intensive Care Unit）
*[ECG]：心电图（Electrocardiogram）
*[ABP]：有创动脉血压（Arterial blood pressure）
*[PPG]：光电容积描记图（Photoplethysmogram）

搜集汇总

背景与挑战

背景概述

MIMIC-III波形数据库匹配子集包含10,282名ICU患者的生理信号和周期性测量数据，特点是所有记录都与临床数据库中的患者信息匹配，为研究提供了丰富的临床背景。