Objectively Monitoring Amyotrophic Lateral Sclerosis Patient Symptoms During Clinical Trials With Sensors: Observational Study.
Luis Garcia-GancedoMadeline L KellyArseniy LavrovJim ParrRobert HartRachael MarsdenMatthew C KiernanKevin TalbotTheresa ChiweraChristopher E ShawAmmar Al ChalabiPublished in: JMIR mHealth and uHealth (2019)
The platform can measure physical activity in patients with ALS in their home environment; patients used the equipment successfully, and it was generally well tolerated. The quantity of home monitoring physical activity data was lower than expected, although it was sufficient to allow investigation of novel physical activity end points. Good-quality in-clinic speech data were successfully captured for analysis. Future studies using objective patient monitoring approaches, combined with the most current technological advances, may be useful to elucidate novel digital biomarkers of disease progression.
Keyphrases
- physical activity
- amyotrophic lateral sclerosis
- clinical trial
- end stage renal disease
- healthcare
- body mass index
- case report
- sleep quality
- electronic health record
- newly diagnosed
- ejection fraction
- chronic kidney disease
- primary care
- big data
- peritoneal dialysis
- machine learning
- patient reported outcomes
- current status
- artificial intelligence