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
Hesam Akbari, Muhammad Tariq Sadiq, Siuly Siuly, Yan Li, Paul Wen
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 ...... hiện toàn bộ
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
Xiaoxia Yin, Yunxiang Jian, Yang Zhang, Yanchun Zhang, Jianlin Wu, Hui Lu, Min‐Ying Su
Features extraction using encoded local binary pattern for detection and grading diabetic retinopathy
Health Information Science and Systems - Tập 10 - Trang 1-13 - 2022
Mohamed A. Berbar
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...... hiện toàn bộ
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
Zakir Hussain, Malaya Dutta Borah
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...... hiện toàn bộ
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
Chukwuemeka Uchegbu, Xia Jing
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...... hiện toàn bộ
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
P. Parthasarathy, S. Vivekanandan
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...... hiện toàn bộ
Artery/vein classification of retinal vessels using classifiers fusion
Health Information Science and Systems - Tập 7 - Trang 1-14 - 2019
Xiao-Xia Yin, Samra Irshad, Yanchun Zhang
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...... hiện toàn bộ
A machine learning autism classification based on logistic regression analysis
Health Information Science and Systems - Tập 7 - Trang 1-11 - 2019
Fadi Thabtah, Neda Abdelhamid, David Peebles
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 ...... hiện toàn bộ
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
Eman Elsaid Alaa, Amira S. Ashour, Yanhui Guo, Hossam M. Kasem
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...... hiện toàn bộ
Efficient novel network and index for alcoholism detection from EEGs
Health Information Science and Systems -
Muhammad Tariq Sadiq, Siuly Siuly, Ahmad Almogren, Yan Li, Peng Wen
Tổng số: 200   
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