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DOI 10.1109/ojemb.2025.3548838

Медицинская библиотека · IEEE open journal of engineering in medicine and biology · 2025

Assessing the Accuracy of Bed-Occupancy With a tina.care Bed Sensor in Hospital Wards and Home Care Settings: A Pilot Study.

Kulhanek Tomas, Hoskova Kvetoslava, Feberova Jitka, Malecha Miroslav

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Аннотация

Goal: This pilot study aims to assess accuracy in detecting patient presence or absence by using a bed sensor based on mmwave radar technology above the patient bed.

Methods

Patients and healthy volunteers were observed during their presence or absence in a bed in hospital and home location. These observations were compared with data coming from bed sensor monitoring patient presence using tina.care bed sensor ASWA.

Results

A total of 53 different observations were performed during the study period and the bed sensor reached accuracy of 94%, precision of 90%, sensitivity of 99% and specificity of 89% to detect presence or absence of patients in a bed.

Conclusions

The sensor demonstrated strong performance in detecting patient presence in bed, with reasonable specificity and low false negatives. Further research should assess bed-exit and bed-entry events, system's accuracy in a larger cohort, its impact on patient care, and the precision of vital health parameters measured by the sensor in order to compare it with similar studies.

Для цитирования: Kulhanek Tomas, Hoskova Kvetoslava, Feberova Jitka, Malecha Miroslav. Assessing the Accuracy of Bed-Occupancy With a tina.care Bed Sensor in Hospital Wards and Home Care Settings: A Pilot Study.. IEEE open journal of engineering in medicine and biology. 2025. DOI: 10.1109/ojemb.2025.3548838.
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