Journal of Healthcare Engineering
SCOPUS (2010-2024)
2040-2295
2040-2309
Ai cập
Cơ quản chủ quản: Hindawi Limited
Lĩnh vực:
BiotechnologySurgeryBiomedical EngineeringHealth Informatics
Các bài báo tiêu biểu
Deep Convolutional Neural Networks for Chest Diseases Detection
Tập 2018 - Trang 1-11 - 2018
Chest diseases are very serious health problems in the life of people. These
diseases include chronic obstructive pulmonary disease, pneumonia, asthma,
tuberculosis, and lung diseases. The timely diagnosis of chest diseases is very
important. Many methods have been developed for this purpose. In this paper, we
demonstrate the feasibility of classifying the chest pathologies in chest X-rays
using c...
Locomotor Training in Subjects with Sensori‐Motor Deficits: An Overview of the Robotic Gait Orthosis Lokomat
Tập 1 Số 2 - Trang 197-216 - 2010
It is known that improvement in walking function can be achieved in patients
suffering a movement disorder after stroke or spinal cord injury by providing
intensive locomotor training. Rehabilitation robots allow for a longer and more
intensive training than that achieved by conventional therapies. Robot assisted
treadmill training also offers the ability to provide objective feedback within
one t...
Systems and WBANs for Controlling Obesity
Tập 2018 - Trang 1-21 - 2018
According to World Health Organization (WHO) estimations, one out of five adults
worldwide will be obese by 2025. Worldwide obesity has doubled since 1980. In
fact, more than 1.9 billion adults (39%) of 18 years and older were overweight
and over 600 million (13%) of these were obese in 2014. 42 million children
under the age of five were overweight or obese in 2014. Obesity is a top public
health...
An Approach to Evaluate Blurriness in Retinal Images with Vitreous Opacity for Cataract Diagnosis
Tập 2017 - Trang 1-16 - 2017
Cataract is one of the leading causes of blindness in the world’s population. A
method to evaluate blurriness for cataract diagnosis in retinal images with
vitreous opacity is proposed in this paper. Three types of features are
extracted, which include pixel number of visible structures, mean contrast
between vessels and background, and local standard deviation. To avoid the wrong
detection of vit...
Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization
Tập 2017 - Trang 1-27 - 2017
With the widespread adoption of e-Healthcare and telemedicine applications,
accurate, intelligent disease diagnosis systems have been profoundly coveted. In
recent years, numerous individual machine learning-based classifiers have been
proposed and tested, and the fact that a single classifier cannot effectively
classify and diagnose all diseases has been almost accorded with. This has seen
a numb...
Breast Cancer Identification via Thermography Image Segmentation with a Gradient Vector Flow and a Convolutional Neural Network
Tập 2019 - Trang 1-13 - 2019
Breast cancer is the most common cancer among women worldwide with about half a
million cases reported each year. Mammary thermography can offer early diagnosis
at low cost if adequate thermographic images of the breasts are taken. The
identification of breast cancer in an automated way can accelerate many tasks
and applications of pathology. This can help complement diagnosis. The aim of
this wor...
Optical Ultrasound Generation and Detection for Intravascular Imaging: A Review
Tập 2018 - Trang 1-14 - 2018
Combined ultrasound and photoacoustic imaging has attracted significant
interests for intravascular imaging such as atheromatous plaque detection, with
ultrasound imaging providing spatial location and morphology and photoacoustic
imaging highlighting molecular composition of the plaque. Conventional
ultrasound imaging systems utilize piezoelectric ultrasound transducers, which
suffer from limited...
Deep Learning Algorithms-Based CT Images in Glucocorticoid Therapy in Asthma Children with Small Airway Obstruction
Tập 2021 - Trang 1-12 - 2021
CT image information data under deep learning algorithms was adopted to evaluate
small airway function and analyze the clinical efficacy of different
glucocorticoid administration ways in asthmatic children with small airway
obstruction. The Res-NET in the deep learning algorithm was used to perform
feature extraction, summary classification, and other reconstruction of CT
images. A deep learning ...
Multichannel Surface EMG Decomposition Based on Measurement Correlation and LMMSE
Tập 2018 - Trang 1-12 - 2018
A method based on measurement correlation (MC) and linear minimum mean square
error (LMMSE) for multichannel surface electromyography (sEMG) signal
decomposition was developed in this study. This MC-LMMSE method gradually and
iteratively increases the correlation between an optimized vector and a
reconstructed matrix that is correlated with the measurement matrix. The
performance of the proposed M...
Segmentation and Classification of Glaucoma Using U-Net with Deep Learning Model
Tập 2022 - Trang 1-10 - 2022
Glaucoma is the second most common cause for blindness around the world and the
third most common in Europe and the USA. Around 78 million people are presently
living with glaucoma (2020). It is expected that 111.8 million people will have
glaucoma by the year 2040. 90% of glaucoma is undetected in developing nations.
It is essential to develop a glaucoma detection system for early diagnosis. In
t...