A5054587816- Multiple Sclerosis Research Studies
- Intensive Care Unit Cognitive Disorders
- Nutritional Studies and Diet
- Telemedicine and Telehealth Implementation
- Obstructive Sleep Apnea Research
- Health, Environment, Cognitive Aging
- Mobile Health and mHealth Applications
- COVID-19 Clinical Research Studies
- Sleep and related disorders
- Heart Rate Variability and Autonomic Control
- Data-Driven Disease Surveillance
- Electronic Health Records Systems
- Sleep and Wakefulness Research
- Long-Term Effects of COVID-19
- Suicide and Self-Harm Studies
- Migraine and Headache Studies
- Nutrition, Genetics, and Disease
- Cervical Cancer and HPV Research
Stanford University
2019-2023
Racial, ethnic, and geographic differences in multiple sclerosis (MS) are important factors to assess when determining the disease burden allocating health care resources.To calculate US prevalence of MS Hispanic, non-Hispanic Black (hereafter referred as Black), White individuals White) stratified by age, sex, region.A validated algorithm was applied private, military, public (Medicaid Medicare) administrative claims data sets identify adult cases between 2008 2010. Data analysis took place...
Background: The timed 25-foot walk (T25FW) is a key clinical outcome measure in multiple sclerosis patient management and research. Objectives: To evaluate T25FW performance factors associated with its change the Multiple Sclerosis Outcome Assessments Consortium (MSOAC) Placebo Database ( n = 2465). Methods: We created confirmed disability progression (CDP) variables for Expanded Disability Status Scale (EDSS) outcomes. used intraclass correlation coefficients (ICCs) Bland Altman plots to...
<ns4:p><ns4:bold>Background:</ns4:bold> We investigate the feasibility of using an Apple Watch for sleep monitoring by comparing its performance to clinically validated Philips Actiwatch Spectrum Pro (the gold standard in this study), under free-living conditions.</ns4:p><ns4:p> <ns4:bold>Methods:</ns4:bold> recorded 27 nights from 14 healthy adults (9 male, 5 female). extracted activity counts and classified 15-second epochs into sleep/wake Actiware Software. triaxial acceleration data (at...
To develop and internally validate a multivariable predictive model for days with new-onset migraine headaches based on patient self-prediction exposure to common trigger factors.Accurate real-time forecasting of one's daily risk attack could help episodic patients target preventive medications susceptible time periods decrease the burden disease. Little is known about utility factors.We recruited adults through online forums participate in 90-day prospective daily-diary cohort study...
Smartphone devices capable of monitoring users' health, physiology, activity, and environment revolutionize care delivery, medical research, remote patient monitoring. Such devices, laden with clinical-grade sensors cloud connectivity, allow clinicians, researchers, patients to monitor health longitudinally, passively, persistently, shifting the paradigm research from low-resolution, intermittent, discrete one persistent, continuous, high resolution. The collection, transmission, storage...