[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"health-study-detail:100449037":3},{"organization":4,"armGroups":7,"interventions":22,"overallOfficials":59,"centralContacts":63,"locations":69,"responsibleParty":88,"collaborators":90,"id":96,"slug":97,"hasResults":98,"nctId":99,"briefTitle":100,"officialTitle":101,"acronym":10,"eligibilityCriteria":102,"healthyVolunteers":98,"sex":103,"minAge":104,"maxAge":10,"enrollmentInfo":105,"targetDuration":10,"studyType":108,"phases":10,"briefSummary":109,"conditions":110,"keywords":115,"overallStatus":72,"whyStopped":10,"lastUpdateSubmitDate":119,"lastUpdatePostDateStruct":120,"startDateStruct":123,"completionDateStruct":125,"leadSponsor":127,"locationsCount":128},{"fullName":5,"class":6},"University of Florida","OTHER",[8],{"label":9,"type":10,"description":11,"interventionNames":12},"adult ICU patients",null,"adult patients aged 18 or older admitted to University of Florida Health Shands Gainesville ICU wards",[13,14,15,16,17,18,19,20,21],"Other: Video Monitoring","Other: Accelerometer Monitoring","Other: Noise Level Monitoring","Other: Light Level Monitoring","Other: Air Quality Monitoring","Other: EKG Monitoring","Other: Vitals Monitoring","Other: Biosample Collection","Other: Delirium Motor Subtyping Scale 4 (DMSS-4)",[23,27,31,35,39,43,47,51,55],{"type":6,"name":24,"description":25,"armGroupLabels":26,"otherNames":10},"Video Monitoring","continuous video monitoring",[9],{"type":6,"name":28,"description":29,"armGroupLabels":30,"otherNames":10},"Accelerometer Monitoring","continuous accelerometer monitoring of patient movements",[9],{"type":6,"name":32,"description":33,"armGroupLabels":34,"otherNames":10},"Noise Level Monitoring","continuous environmental noise monitoring",[9],{"type":6,"name":36,"description":37,"armGroupLabels":38,"otherNames":10},"Light Level Monitoring","continuous environmental light monitoring",[9],{"type":6,"name":40,"description":41,"armGroupLabels":42,"otherNames":10},"Air Quality Monitoring","continuous environmental air quality monitoring",[9],{"type":6,"name":44,"description":45,"armGroupLabels":46,"otherNames":10},"EKG Monitoring","continuous EKG monitoring",[9],{"type":6,"name":48,"description":49,"armGroupLabels":50,"otherNames":10},"Vitals Monitoring","continuous vitals monitoring (heart rate, oxygen saturation)",[9],{"type":6,"name":52,"description":53,"armGroupLabels":54,"otherNames":10},"Biosample Collection","blood and urine samples collected once on Day 1 and once on Day 2",[9],{"type":6,"name":56,"description":57,"armGroupLabels":58,"otherNames":10},"Delirium Motor Subtyping Scale 4 (DMSS-4)","done daily on delirious patients to subtype delirium",[9],[60],{"name":61,"affiliation":5,"role":62},"Azra Bihorac, MD, MS","PRINCIPAL_INVESTIGATOR",[64],{"name":65,"role":66,"phone":67,"phoneExt":10,"email":68},"Andrea E Davidson, BS","CONTACT","352-294-8723","adavidson@ufl.edu",[70],{"facility":71,"status":72,"city":73,"state":74,"zip":75,"country":76,"countryCode":77,"cosmosGeoPoint":78,"geoPoint":83,"contacts":84},"University of Florida Health Shands Hospital","RECRUITING","Gainesville","Florida","32610","United States","US",{"type":79,"coordinates":80},"Point",[81,82],-82.32483,29.65163,{"lat":82,"lon":81},[85,87],{"name":86,"role":66,"phone":67,"phoneExt":10,"email":68},"Andrea Davidson, BS",{"name":61,"role":62,"phone":10,"phoneExt":10,"email":10},{"type":89,"investigatorFullName":10,"investigatorTitle":10,"investigatorAffiliation":10,"oldNameTitle":10,"oldOrganization":10},"SPONSOR",[91,94],{"name":92,"class":93},"National Institute of Neurological Disorders and Stroke (NINDS)","NIH",{"name":95,"class":93},"National Institute for Biomedical Imaging and Bioengineering (NIBIB)","100449037","pervasive-sensing-and-ai-in-intelligent-icu-100449037",false,"NCT05127265","Pervasive Sensing and AI in Intelligent ICU","Pervasive Sensing and Artificial Intelligence in Intelligent ICU Subtitles: -Intelligent Intensive Care Unit (I2CU): Pervasive Sensing and Artificial Intelligence for Augmented Clinical Decision-making -ADAPT: Autonomous Delirium Monitoring and Adaptive Prevention","Inclusion Criteria:\n\n* aged 18 or older\n* admitted to UF Health Shands Gainesville ICU ward\n* expected to remain in ICU ward for at least 24 hours at time of screening\n\nExclusion Criteria:\n\n* under the age of 18\n* on any contact\u002Fisolation precautions\n* expected to transfer or discharge from the ICU in 24 hours or less\n* unable to provide self-consent or has no available proxy\u002FLAR","ALL","18 Years",{"count":106,"type":107},400,"ESTIMATED","OBSERVATIONAL","Important information related to the visual assessment of patients, such as facial expressions, head and extremity movements, posture, and mobility are captured sporadically by overburdened nurses, or are not captured at all. Consequently, these important visual cues, although associated with critical indices such as physical functioning, pain, delirious state, and impending clinical deterioration, often cannot be incorporated into clinical status. The overall objectives of this project are to sense, quantify, and communicate patients' clinical conditions in an autonomous and precise manner, and develop a pervasive intelligent sensing system that combines deep learning algorithms with continuous data from inertial, color, and depth image sensors for autonomous visual assessment of critically ill patients. The central hypothesis is that deep learning models will be superior to existing acuity clinical scores by predicting acuity in a dynamic, precise, and interpretable manner, using autonomous assessment of pain, emotional distress, and physical function, together with clinical and physiologic data.",[111,112,113,114],"Critical Illness","Pain","Delirium","Confusion",[111,112,113,114,116,117,118],"Patient Acuity","ICU","Acute Illness","2025-06-02",{"date":121,"type":122},"2025-06-03","ACTUAL",{"date":124,"type":122},"2021-05-24",{"date":126,"type":107},"2026-12",{"name":5,"class":6},1]