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Room Occupancy Estimation
Data set for estimating the precise number of occupants in a room using multiple non-intrusive environmental sensors like temperature, light, sound, CO2 and PIR.
Multivariate Gait Data
Bilateral (left, right) joint angle (ankle, knee, hip) times series data collected from 10 healthy subjects under 3 walking conditions (unbraced, knee braced, ankle braced). For each condition, each subject’s data consists of 10 consecutive gait cycles.
Single Elder Home Monitoring: Gas and Position
This dataset contains gas and temperature sensors as well as movement infra-red sensors from the monitoring of an elder person living alone in their own home from 2019-11-06 to 2020-02-13. The measurings have a temporal resolution of 20 seconds. The air and gas sensors measure temperature, humidity, CO2, CO and MOX readings. The data from the position sensors are binary; for each room, a 1 means that movement has been detected in that room while a 0 means that the sensor has gone back to baseline. The attached figure represents a simple layout of the monitored home as well as the sensors locations. The dataset also includes 19 days of measurements (from 2020-01-25 to 2020-02-13) where noone was occupying the room (except for an esporadic visit the 2020-01-29 at 15:), as reference data
MOVER: Medical Informatics Operating Room Vitals and Events Repository
This first release of MOVER includes adult patients who underwent surgery at the University of California Irvine Medical Center from 2015 to 2022. Data for patients who underwent surgery were captured from two different sources: High-fidelity physiological waveforms from all of the operating rooms were captured in real time and matched with Electronic Medical Record Data. MOVER includes data from 58,799 unique patients and 83,468 surgeries. The dataset is freely available to all researchers who sign a data usage agreement.
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