MedElevator Войти в исследования
← Поиск публикаций

DOI 10.3390/s26144484

Медицинская библиотека · Sensors (Basel, Switzerland) · 2026

Detecting Distress in Cognitively Impaired People to Prevent Suffering: Protocol for an Observational Feasibility Study of a Radar-Based Technology Augmented with Photoplethysmographic Sensors and Audio Signals (SURREAL).

Boehlke Christopher, Buergi Fabian, Eckstein Jens, Stawiski Marc, Hemm Simone, Hasemann Wolfgang, Gaertner Jan

СтатьяПеревод в очереди

Аннотация

Background

With the increasing prevalence of multimorbidity, the demand for palliative and end-of-life care is expected to rise substantially in the coming decades. Digital health technologies may enable automated detection of clinically relevant distress, including symptoms such as pain, breathlessness (dyspnea), anxiety/panic, nausea, and agitation. Remote detection of such distress in cognitively impaired patients who are unable to reliably call for help could enable timely intervention when patients are unattended.

Methods

This observational feasibility study will collect multimodal data from a non-invasive sensor system consisting of 3D radar, a photoplethysmographic sensor (wearable), and a microphone. Sensor data will be linked to distress events identified by nurses or physicians during routine clinical care using structured proxy assessments. Adults (≥18 years) admitted to the Palliative Care Center Basel who are unable to reliably call for help due to cognitive impairment will be included based on written informed consent provided by a legal proxy. Aim: The aim of this study is to evaluate the feasibility of multimodal sensor-based monitoring for detecting clinician-identified distress events and to explore associations between sensor-derived variables and distress, informing future validation studies and the development of automated detection approaches in palliative care.

Для цитирования: Boehlke Christopher, Buergi Fabian, Eckstein Jens, Stawiski Marc, Hemm Simone, Hasemann Wolfgang, Gaertner Jan. Detecting Distress in Cognitively Impaired People to Prevent Suffering: Protocol for an Observational Feasibility Study of a Radar-Based Technology Augmented with Photoplethysmographic Sensors and Audio Signals (SURREAL).. Sensors (Basel, Switzerland). 2026. DOI: 10.3390/s26144484.

Предметные рубрики MeSH

Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Загрузка состояния…

История · было → стало

Состояние обновляется каждые 5 секунд, пока блок открыт. Процент показывается только там, где известен объём работы. Пауза останавливает продолжение этапа; текущий запрос к источнику может завершиться.

Тип публикации указан по данным источника. Уровень доказательности автоматически не присваивается.