A5012273620- Machine Learning in Healthcare
- Cardiac, Anesthesia and Surgical Outcomes
- Hemodynamic Monitoring and Therapy
- Sepsis Diagnosis and Treatment
- Electronic Health Records Systems
- Spinal Dysraphism and Malformations
- Sleep and related disorders
- Emergency and Acute Care Studies
- Healthcare cost, quality, practices
- Artificial Intelligence in Healthcare and Education
- Ethics in Clinical Research
- Dementia and Cognitive Impairment Research
- Spinal Cord Injury Research
- Trauma and Emergency Care Studies
- Health, Environment, Cognitive Aging
- Cardiac Arrest and Resuscitation
- Cardiac and Coronary Surgery Techniques
- Health Sciences Research and Education
- Intensive Care Unit Cognitive Disorders
- Youth Substance Use and School Attendance
- Sleep and Wakefulness Research
- Spinal Fractures and Fixation Techniques
- Blood Pressure and Hypertension Studies
Indiana University – Purdue University Indianapolis
2022-2025
Indiana University School of Medicine
2023-2025
Regenstrief Institute
2022
Northwestern University
2000
Abstract Background Participant recruitment and retention are critical to the success of clinical trials, yet challenges such as low enrollment rates high attrition remain ongoing obstacles. RecruitGPS is a scalable dashboard with integrated control charts address these issues by providing real-time data monitoring analysis, enabling researchers better track improve retention. Objective This study aims identify inefficiencies users encounter when interacting dashboard. By identifying issues,...
To examine the sensitivity to change of Healthy Aging Brain Care Monitor (HABC-M) through a longitudinal analytical comparison with reference standards. We used data from 120 participants in multicenter randomized controlled trial evaluating effectiveness Trauma Medical Home (TMH). following standards: The depression and anxiety subdomains Hospital Anxiety Depression Scale (HADS), Patient-Reported Outcomes Measurement Information System Sleep Disturbance Short Form 4a (PROMIS-SF), Pain,...
Clinical trial success hinges on efficient participant recruitment and retention. However, slow accrual attrition frequently hinder progress. To address these challenges, a novel dashboard tool with control charts has been developed to provide investigators the multi-site study of Delirium Neuropsychological Recovery among Emergency General Surgery Survivors (DANE study) timely information improve recruitment. A quality monitoring Excel chart functionality by principal investigator's (PI)...
Cervical spinal cord injuries are common and have a devastating impact on the lives of both victims families. The cost caring for these patients in acute period chronically over course their can often overwhelm family societal resources. Appropriate early management cervical clearly improve long-term functionality therefore quality life patients. Improved outcomes also decrease long term. Intensivists challenged with halting progression neurologic damage managing multisystemic sequelae that...
<sec> <title>BACKGROUND</title> Severity of illness scores—Acute Physiology and Chronic Health Evaluation, Simplified Acute Score, Sequential Organ Failure Assessment—are current risk stratification mortality prediction tools used in intensive care units (ICUs) worldwide. Developers artificial intelligence or machine learning (ML) models predictive ICU use the severity scores as a reference point when reporting performance these computational constructs. </sec> <title>OBJECTIVE</title> This...