Real-time arrhythmia detection using convolutional neural networks.

Cardiovascular diseases, such as heart attack and congestive heart failure, are the leading cause of death both in the United States and worldwide. The current medical practice for diagnosing cardiovascular diseases is not suitable for long-term, out-of-hospital use. A key to long-term monitoring is the ability to detect abnormal cardiac rhythms, i.

Advances in translational neuropathic research: example of enantioselective pharmacokinetic-pharmacodynamic modeling of ketamine-induced pain relief in complex regional pain syndrome.

Historically, complex regional pain syndrome (CRPS) was poorly defined, which meant that scientists and clinicians faced much uncertainty in the study, diagnosis, and treatment of the syndrome. The problem could be attributed to a nonspecific diagnostic criteria, unknown pathophysiologic causes, and limited treatment options. The two forms of CRPS still are painful, debilitating disorders whose sufferers carry heavy emotional burdens.

Pilot evaluation of a prototype critical care blood glucose monitor in normal volunteers.

Background: Availability of a highly accurate in-hospital automated blood glucose (BG) monitor could facilitate implementation of intensive insulin therapy protocols through effective titration of insulin therapy, improved BG control, and avoidance of hypoglycemia. We evaluated a functional prototype BG monitor designed to perform frequent automated blood sampling for glucose monitoring.

Methods: Sixteen healthy adult volunteer subjects had intravenous catheter insertions in a forearm or hand vein and were studied for 8 hours.

Critical failure of a percutaneous discectomy probe requiring surgical removal during disc decompression.

Objective: We report a complication while performing a percutaneous disc decompression at the L4-L5 level using a Dekompressor Percutaneous Discectomy Probe.

Case Report: A 54-year-old male was referred to the pain clinic for possible percutaneous disc decompression. For the procedure the Dekompressor unit was inserted over the stylette and a percutaneous disc decompression was performed for 1 to 2 minutes using the channeling technique.