A review on the role of machine learning in enabling IoT based healthcare applications
HK Bharadwaj, A Agarwal, V Chamola… - IEEE …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is playing a vital role in the rapid automation of the healthcare
sector. The branch of IoT dedicated towards medical science is at times termed as …
sector. The branch of IoT dedicated towards medical science is at times termed as …
A review on utilizing machine learning technology in the fields of electronic emergency triage and patient priority systems in telemedicine: Coherent taxonomy …
Background With the remarkable increasing in the numbers of patients, the triaging and
prioritizing patients into multi-emergency level is required to accommodate all the patients …
prioritizing patients into multi-emergency level is required to accommodate all the patients …
Ultra-short term HRV features as surrogates of short term HRV: A case study on mental stress detection in real life
Background This paper suggests a method to assess the extent to which ultra-short Heart
Rate Variability (HRV) features (less than 5 min) can be considered as valid surrogates of …
Rate Variability (HRV) features (less than 5 min) can be considered as valid surrogates of …
[HTML][HTML] The use of artificial intelligence systems in diagnosis of pneumonia via signs and symptoms: A systematic review
Artificial Intelligence (AI) systems using symptoms/signs to detect respiratory diseases may
improve diagnosis especially in limited resource settings. Heterogeneity in such AI systems …
improve diagnosis especially in limited resource settings. Heterogeneity in such AI systems …
Older adults with hypertension: Prevalence of falls and their associated factors
Falls are prominent health issues among older adults. Among hypertensive older adults,
falls may have a detrimental effect on their health and wellbeing. The purpose of this study is …
falls may have a detrimental effect on their health and wellbeing. The purpose of this study is …
The impact of normalization approaches to automatically detect radiogenomic phenotypes characterizing breast cancer receptors status
In breast cancer studies, combining quantitative radiomic with genomic signatures can help
identifying and characterizing radiogenomic phenotypes, in function of molecular receptor …
identifying and characterizing radiogenomic phenotypes, in function of molecular receptor …
Fall risk assessment in the wild: A critical examination of wearable sensor use in free-living conditions
Background Despite advances in laboratory-based supervised fall risk assessment methods
(FRAs), falls still remain a major public health problem. This can be due to the alteration of …
(FRAs), falls still remain a major public health problem. This can be due to the alteration of …
To What Extent Can We Shorten HRV Analysis in Wearable Sensing? A Case Study on Mental Stress Detection.
Mental stress is one of the first causes of cognitive dysfunctions, cardiovascular disorders
and depression. In addition, it reduces performances, on the work place and in daily life. The …
and depression. In addition, it reduces performances, on the work place and in daily life. The …
Heart rate variability and falls in Huntington's disease
Abstract Purpose Persons with Huntington's disease (HD) have a high incidence of falls.
Autonomic nervous system dysfunction has been reported even in early stages of this …
Autonomic nervous system dysfunction has been reported even in early stages of this …
Analysis of heart rate variability to understand the effect of cannabis consumption on Indian male paddy-field workers
The consumption of cannabis-based products is increasing worldwide day-by-day because
of their euphoric effects. Numerous studies have reported the incidence of cardiovascular …
of their euphoric effects. Numerous studies have reported the incidence of cardiovascular …