Today, patients are demanding a newer and more sophisticated health care system, one
that is more personalized and matches the speed of modern life. For the latency and energy …

Current progress in wearable and implanted health monitoring technologies has strong
potential to alter the future of healthcare services by enabling ubiquitous monitoring of …

In this paper, we propose a method of human activity recognition with high throughput from
raw accelerometer data applying a deep recurrent neural network (DRNN), and investigate …

It is crucial to provide compatible treatment schemes for a disease according to various
symptoms at different stages. However, most classification methods might be ineffective in …

Medical activity requires responsibility not only based on knowledge and clinical skills, but
also in managing a vast amount of information related to patient care. It is through the …

Neurological disorders represent one of the leading causes of disability and mortality in the
world. Parkinson's Disease (PD), for example, affecting millions of people worldwide is often …

Abstract Information technology can be an important facilitator of social inclusion for people
with disabilities into society. However, the goals specified in this area by organizations such …

Abstract Purpose of Review There is emerging evidence that music therapy and other
methods using music and rhythm may meaningfully improve a broad range of symptoms in …

Freezing of Gait (FoG) is a movement disorder that mostly appears in the late stages of
Parkinson's Disease (PD). It causes incapability of walking, despite the PD patient's …

Background A well-established connection exists between increased gait variability and
greater fall likelihood in Parkinson's disease (PD); however, a portable, validated means of …