TEMP_ICU
收藏doi.org2025-03-22 收录
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http://doi.org/10.17632/34tj8gnhh8.1
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资源简介:
Two ICUs temperature data. The set provides the temperature history from T-720 min to T+240 min every 30 min together with Heart rate, Systolic and Diastolic Blood Pressure (T-380 min to T=0), and the hour of the day.
Timone_ train.csv is from Hôpital de la Timone ICU (used for training 1237 patients)
Timone_validate.csv is is from Hôpital de la Timone ICU (used for hyperparameter optimization 825 patients)
Nord.csv is from Hôpital Nord ICU (used for validation 3084 patients)
each files :
Temp(t-xmin) Temperature x min before
Temp(t+ymin) Temperature y min before
Temp(t) Temerature at instant t
hour(t) hour in the day at the instant t
ARTs(t-xmin) Systolic Blood Pressure x min before
ARTd(t-xmin) Diastolic Blood Pressure x min before
本数据集收录了两个重症监护室(ICU)的温度数据。该数据集涵盖了从T-720分钟至T+240分钟,每隔30分钟的温度历史记录,同时包含心率、收缩压和舒张压(从T-380分钟至T=0)以及每日小时数。其中,Timone_ train.csv来源于Timone医院的重症监护室(用于训练1237位患者),Timone_validate.csv亦来自该医院(用于超参数优化,涉及825位患者),而Nord.csv则来源于Nord医院的重症监护室(用于验证,涉及3084位患者)。每个文件包含以下列:Temp(t-xmin)(t-x分钟前的温度)、Temp(t+ymin)(t+y分钟前的温度)、Temp(t)(t时刻的温度)、hour(t)(t时刻的日小时数)、ARTs(t-xmin)(t-x分钟前的收缩压)、ARTd(t-xmin)(t-x分钟前的舒张压)。
提供机构:
Mendeley Data



