Leighton Chan

A Review of Wearable Sensors and Systems with Application in Rehabilitation

The aim of this review paper is to summarize recent developments in the field of wearable sensors and systems that are relevant to the field of rehabilitation. The growing body of work focused on the application of wearable technology to monitor older adults and subjects with chronic conditions in the home and community settings justifies the emphasis of this review paper on summarizing clinical applications of wearable technology currently undergoing assessment rather than describing the development of new wearable sensors and systems. A short description of key enabling technologies (i.e. sensor technology, communication technology, and data analysis techniques) that have allowed researchers to implement wearable systems is followed by a detailed description of major areas of application of wearable technology. Applications described in this review paper include those that focus on health and wellness, safety, home rehabilitation, assessment of treatment efficacy, and early detection of disorders. The integration of wearable and ambient sensors is discussed in the context of achieving home monitoring of older adults and subjects with chronic conditions. Future work required to advance the field toward clinical deployment of wearable sensors and systems is discussed.

Treatment of Acute Myocardial Infarction and 30-Day Mortality among Women and Men

BACKGROUND Previous studies have suggested that women with acute myocardial infarction receive less aggressive therapy than men. We used data from the Cooperative Cardiovascular Project to determine whether women and men who were ideal candidates for therapy after acute myocardial infarction were treated differently. METHODS Information was abstracted from the charts of 138,956 Medicare beneficiaries (49 percent of them women) who had an acute myocardial infarction in 1994 or 1995. Multivariate analysis was used to assess differences between women and men in the medications administered, the procedures used, the assignment of do-not-resuscitate status, and 30-day mortality. RESULTS Among ideal candidates for therapy, women in all age groups were less likely to undergo diagnostic catheterization than men. The difference was especially pronounced among older women; for a woman 85 years of age or older, the adjusted relative risk was 0.75 (95 percent confidence interval, 0.68 to 0.83). Women were somewhat less likely than men to receive thrombolytic therapy within 60 minutes (adjusted relative risk, 0.93; 95 percent confidence interval, 0.90 to 0.96) or to receive aspirin within 24 hours after arrival at the hospital (adjusted relative risk, 0.96; 95 percent confidence interval, 0.95 to 0.97), but they were equally likely to receive beta-blockers (adjusted relative risk, 0.99; 95 percent confidence interval, 0.95 to 1.03) and somewhat more likely to receive angiotensin-converting-enzyme inhibitors (adjusted relative risk, 1.05; 95 percent confidence interval, 1.02 to 1.08). Women were more likely than men to have a do-not-resuscitate order in their records (adjusted relative risk, 1.26; 95 percent confidence interval, 1.22 to 1.29). After adjustment, women and men had similar 30-day mortality rates (hazard ratio, 1.02; 95 percent confidence interval, 0.99 to 1.04). CONCLUSIONS As compared with men, women receive somewhat less aggressive treatment during the early management of acute myocardial infarction. However, many of these differences are small, and there is no apparent effect on early mortality.

Increases in lumbosacral injections in the Medicare population: 1994 to 2001.

Study Design. Anecdotal reports and limited data suggest that the use of spinal injections is increasing, despite equivocal evidence about efficacy. Objective. We sought to evaluate trends in lumbosacral injection use for low back pain, including the specialties providing the injections and the costs of care. Summary of Background Data. The current literature reports success rates of 18% to 90% for lumbosacral steroid injections, depending on methodology, outcome measures, patient selection, and technique. Preliminary data suggest that spinal injection rates are rising, despite ambiguity in the literature regarding their clinical effectiveness. Methods. We used Medicare Physician Part B claims for 1994 through 2001 to examine the use of epidural steroid injections (ESI), facet joint injections, sacroiliac joint injections, and related fluoroscopy. Fee-for-service Medicare enrollees 65 years of age and older were included in this study. We used Current Procedural Technology (CPT) codes to identify the number of procedures performed each year, as well as trends in expenditures, physician specialties involved, and diagnoses assigned. Results. Between 1994 and 2001, there was a 271% increase in lumbar ESIs, from 553 of 100,000 to 2055 of 100,000 patients, and a 231% increase in facet injections from 80 of 100,000 to 264 of 100,000 patients. The total inflation-adjusted reimbursed costs (professional fees only) for lumbosacral injections increased from

Incidence, Prevalence, Costs, and Impact on Disability of Common Conditions Requiring Rehabilitation in the United States: Stroke, Spinal Cord Injury, Traumatic Brain Injury, Multiple Sclerosis, Osteoarthritis, Rheumatoid Arthritis, Limb Loss, and Back Pain

24 million to over

Complications and mortality associated with cervical spine surgery for degenerative disease in the United States.

175 million. Also, costs per injection doubled, from

Falls in the Medicare Population: Incidence, Associated Factors, and Impact on Health Care

115 to

Manual wheelchair pushrim biomechanics and axle position

227 per injection. Forty percent of all ESIs were associated with diagnosis codes for sciatica, radiculopathy, or herniated disc, whereas axial low back pain diagnoses accounted for 36%, and spinal stenosis for 23%. Conclusion. Lumbosacral injections increased dramatically in the Medicare population from 1994 to 2001. Less than half were performed for sciatica or radiculopathy, where the greatest evidence of benefit is available. These findings suggest a lack of consensus regarding the indications for ESIs and are cause for concern given the large expenditures for these procedures.

Do medicare patients with disabilities receive preventive services? A population-based study

OBJECTIVE To determine the relative incidence, prevalence, costs, and impact on disability of 8 common conditions treated by rehabilitation professionals. DATA SOURCES Comprehensive bibliographic searches using MEDLINE, Google Scholar, and UpToDate, (June, 2013). DATA EXTRACTION Two review authors independently screened the search results and performed data extraction. Eighty-two articles were identified that had relevant data on the following conditions: Stroke, Spinal Cord Injury, Traumatic Brain Injury, Multiple Sclerosis, Osteoarthritis, Rheumatoid Arthritis, Limb Loss, and Back Pain. DATA SYNTHESIS Back pain and arthritis (osteoarthritis, rheumatoid arthritis) are the most common and costly conditions we analyzed, affecting more than 100 million individuals and costing greater than

Population-based trends in volumes and rates of ambulatory lumbar spine surgery.

200 billion per year. Traumatic brain injury, while less common than arthritis and back pain, carries enormous per capita direct and indirect costs, mostly because of the young age of those involved and the severe disability that it may cause. Finally, stroke, which is often listed as the most common cause of disability, is likely second to both arthritis and back pain in its impact on functional limitations. CONCLUSIONS Of the common rehabilitation diagnoses we studied, musculoskeletal conditions such as back pain and arthritis likely have the most impact on the health care system because of their high prevalence and impact on disability.

Surgery versus non-surgical therapy for carpal tunnel syndrome: a randomised parallel-group trial

Study Design. Retrospective cohort. Objectives. To describe the incidence of complications and mortality associated with surgery for degenerative disease of the cervical spine using population-based data. To evaluate the associations between complications and mortality and age, primary diagnosis and type of surgical procedure. Summary of Background Data. Recent studies have shown an increase in the number of cervical spine surgeries performed for degenerative disease in the United States. However, the associations between complications and mortality and age, primary diagnosis and type of surgical procedure are not well described using population-based data. Methods. We created an algorithm defining degenerative cervical spine disease and associated complications using the International Classification of Diseases-ninth revision Clinical Modification codes. Using the Nationwide Inpatient Sample, we determined the primary diagnoses, surgical procedures, and associated in-hospital complications and mortality from 1992 to 2001. Results. From 1992 to 2001, the Nationwide Inpatient Sample included an estimated 932,009 (0.3%) hospital discharges associated with cervical spine surgery for degenerative disease. The majority of admissions were for herniated disc (56%) and cervical spondylosis with myelopathy (19%). Complications and mortality were more common in the elderly, and after posterior fusions or surgical procedures associated with a primary diagnosis of cervical spondylosis with myelopathy. Conclusions. There are significant differences in outcome associated with age, primary diagnosis, and type of surgical procedure. Administrative databases may underestimate the incidence of complications, but these population-based studies may provide information for comparison with surgical case series and help evaluate rare or severe complications.