Health Information Science and Systems
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Identification of normal and depression EEG signals in variational mode decomposition domain
Health Information Science and Systems - Tập 10 - Trang 1-14 - 2022
Early detection of depression is critical in assisting patients in receiving the
best therapy possible to avoid negative repercussions. Depression detection
using electroencephalogram (EEG) signals is a simple, low-cost, convenient, and
accurate approach. This paper proposes a six-stage novel method for detecting
depression using EEG signals. First, EEG signals are recorded from 44 subjects,
with ...
A novel empirical wavelet SODP and spectral entropy based index for assessing the depth of anaesthesia
Health Information Science and Systems - Tập 10 - Trang 1-14 - 2022
The requirement for anaesthesia during modern surgical procedures is
unquestionable to ensure a safe experience for patients with successful
recovery. Assessment of the depth of anaesthesia (DoA) is an important and
ongoing field of research to ensure patient stability during and post-surgery.
This research addresses the limitations of current DoA indexes by developing a
new index based on electro...
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator
Health Information Science and Systems - Tập 9 Số 1 - 2021
Features extraction using encoded local binary pattern for detection and grading diabetic retinopathy
Health Information Science and Systems - Tập 10 - Trang 1-13 - 2022
Reliable computer diagnosis of diabetic retinopathy (DR) is needed to rescue
many with diabetes who may be under threat of blindness. This research aims to
detect the presence of diabetic retinopathy in fundus images and grade the
disease severity without lesion segmentation. To ensure that the fundus images
are in a standard state of brightness, a series of preprocessing steps have been
applied t...
A computational model to analyze the impact of birth weight-nutritional status pair on disease development and disease recovery
Health Information Science and Systems - Tập 12 - Trang 1-15 - 2024
The purpose of this work is to analyse the combined impacts of birth weight and
nutritional status on development and recovery of various types of diseases.
This work aims to computationally establish the facts about the effects of
individual birth weight-nutritional status pairs on disease development and
disease recovery. This work designs a computational model to analyze the impact
of birth wei...
The potential adoption benefits and challenges of LOINC codes in a laboratory department: a case study
Health Information Science and Systems - Tập 5 - Trang 1-9 - 2017
Logical Observation Identifiers Names and Codes (LOINC) are a standard for
identifying and reporting laboratory investigations that were developed and are
maintained by the Regenstrief Institute. LOINC codes have been adopted globally
by hospitals, government agencies, laboratories, and research institutions.
There are still many healthcare organizations, however, that have not adopted
LOINC codes...
Investigation on uric acid biosensor model for enzyme layer thickness for the application of arthritis disease diagnosis
Health Information Science and Systems - Tập 6 - Trang 1-6 - 2018
Uric acid biosensors for arthritis disease has been developed for the specific
selection of uricase enzyme film thickness coated over the TiO2–CeO2
nano-composite matrix is modelled mathematically. This model is purely based on
R-diffusion conditions with irreversible first-order catalytic reactions. By
arithmetical method, the impact of the thickness of enzyme layer on the current
response of the...
Artery/vein classification of retinal vessels using classifiers fusion
Health Information Science and Systems - Tập 7 - Trang 1-14 - 2019
The morphological changes in retinal blood vessels indicate cardiovascular
diseases and consequently those diseases lead to ocular complications such as
Hypertensive Retinopathy. One of the significant clinical findings related to
this ocular abnormality is alteration of width of vessel. The classification of
retinal vessels into arteries and veins in eye fundus images is a relevant task
for the a...
A machine learning autism classification based on logistic regression analysis
Health Information Science and Systems - Tập 7 - Trang 1-11 - 2019
Autistic Spectrum Disorder (ASD) is a neurodevelopmental condition associated
with significant healthcare costs; early diagnosis could substantially reduce
these. The economic impact of autism reveals an urgent need for the development
of easily implemented and effective screening methods. Therefore, time-efficient
ASD screening is imperative to help health professionals and to inform
individuals ...
A novel weighted compressive sensing using L1-magic recovery technique in medical image compression
Health Information Science and Systems - Tập 8 - Trang 1-10 - 2019
Recent technological advancement in computing technology, communication systems,
and machine learning techniques provides opportunities to biomedical engineers
to achieve the requirements of clinical practice. This requires storage and/or
transmission of medical images with the conservation of the medical information
over the communication channel. Accordingly, medical compression is necessary
for...
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