Health Information Science and Systems

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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
Early detection of paediatric and adolescent obsessive–compulsive, separation anxiety and attention deficit hyperactivity disorder using machine learning algorithms
Health Information Science and Systems - Tập 11 - Trang 1-14 - 2023
Umme Marzia Haque, Enamul Kabir, Rasheda Khanam
Mental health issues of young minds are at the threshold of all development and possibilities. Obsessive–compulsive disorder (OCD), separation anxiety disorder (SAD), and attention deficit hyperactivity disorder (ADHD) are three of the most common mental illness affecting children and adolescents. Several studies have been conducted on approaches for recognising OCD, SAD and ADHD, but their accura...... hiện toàn bộ
Crosstalk disrupts the production of motor imagery brain signals in brain–computer interfaces
Health Information Science and Systems - Tập 9 Số 1
Phoebe S.-H. Neo, Terence Mayne, Xiping Fu, Zhiyi Huang, Elizabeth A. Franz
Design and evaluation of an exergame system to assist knee disorders patients' rehabilitation based on gesture interaction
Health Information Science and Systems - Tập 10 - Trang 1-10 - 2022
Guangjun Wang, Bangguo Zhu, Yi Fan, Ming Wu, Xueshu Wang, Hanyuan Zhang, Liangliang Yao, Yining Sun, Benyue Su, Zuchang Ma
We designed a knee rehabilitation exercise game (Exergame) for home-based rehabilitation of patients with knee disorders. The system includes three functional components: knee exercise plan formulation, exergame, and exercise feedback. The 3D Human Pose Estimation based on images is used as the gesture interaction to capture the patient's primary joint motion data. We recruited 20 knee osteoarthri...... hiện toàn bộ
Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network
Health Information Science and Systems - - 2021
Wenjun Tan, Pan Liu, Xiaoshuo Li, Yao Liu, Qinghua Zhou, Chao Chen, Zhaoxuan Gong, Xiaoxia Yin, Yanchun Zhang
Postoperative prognostic nomogram for adult grade II/III astrocytoma in the Chinese Han population
Health Information Science and Systems - Tập 11 - Trang 1-11 - 2023
Lijie Wang, Jinling Zhang, Jingtao Wang, Hao Xue, Lin Deng, Fengyuan Che, Xueyuan Heng, Xuejun Zheng, Zilong Lu, Liuqing Yang, Qihua Tan, Yeping Xu, Yanchun Zhang, Xiaokang Ji, Gang Li, Fan Yang, Fuzhong Xue
Prognostic models of glioma have been the focus of many studies. However, most of them are based on Western populations. Additionally, because of the complexity of healthcare data in China, it is important to select a suitable model based on existing clinical data. This study aimed to develop and independently validate a nomogram for predicting the overall survival (OS) with newly diagnosed grade ...... hiện toàn bộ
How bioinformatics influences health informatics: usage of biomolecular sequences, expression profiles and automated microscopic image analyses for clinical needs and public health
Health Information Science and Systems - Tập 1 - Trang 1-18 - 2013
Vladimir Kuznetsov, Hwee Kuan Lee, Sebastian Maurer-Stroh, Maria Judit Molnár, Sandor Pongor, Birgit Eisenhaber, Frank Eisenhaber
The currently hyped expectation of personalized medicine is often associated with just achieving the information technology led integration of biomolecular sequencing, expression and histopathological bioimaging data with clinical records at the individual patients’ level as if the significant biomedical conclusions would be its more or less mandatory result. It remains a sad fact that many, if no...... hiện toàn bộ
Cardiac murmur grading and risk analysis of cardiac diseases based on adaptable heterogeneous-modality multi-task learning
Health Information Science and Systems - Tập 12 - Trang 1-14 - 2023
Chenyang Xu, Xin Li, Xinyue Zhang, Ruilin Wu, Yuxi Zhou, Qinghao Zhao, Yong Zhang, Shijia Geng, Yue Gu, Shenda Hong
Cardiovascular disease (CVDs) has become one of the leading causes of death, posing a significant threat to human life. The development of reliable Artificial Intelligence (AI) assisted diagnosis algorithms for cardiac sounds is of great significance for early detection and treatment of CVDs. However, there is scarce research in this field. Existing research mainly faces three major challenges: (1...... hiện toàn bộ
The use of self-quantification systems for personal health information: big data management activities and prospects
Health Information Science and Systems - - 2015
Manal Almalki, Kathleen Gray, Fernando Martín-Sánchez
Identifying health correlates of intimate partner violence against pregnant women
Health Information Science and Systems - Tập 8 - Trang 1-13 - 2020
Serhan Yılmaz, Bushra Alghamdi, Srinidhi Singuri, Ahmet Mert Hacialiefendioglu, Tülin Özcan, Mehmet Koyutürk, Günnur Karakurt
Violence against women during pregnancy is a serious public health concern due to its significant adverse health consequences for both the mother and the baby. This study aims to systematically identify common health problems and synergistic health correlates of intimate partner violence (IPV) that specifically affect pregnant women. We mine large-scale electronic health record (EHR) data from the...... hiện toàn bộ
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