Blar i Department of Information Science and Media Studies på tidsskrift "Studies in Health Technology and Informatics"
Viser treff 1-15 av 15
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A-Test Method for Quantifying Structural Risk and Learning Capacity of Supervised Machine Learning Methods
(Journal article; Peer reviewed, 2022)This paper presents an original method for studying the performance of the supervised Machine Learning (ML) methods, the A-Test method. The method offers the possibility of investigating the structural risk as well as the ... -
Assessment of HIV Data Reporting Performance by Facilities During EMR Systems Implementations in Kenya
(Journal article; Peer reviewed, 2020)There is little evidence that implementations of Electronic Medical Record Systems (EMRs) are associated with better reporting completeness and timeliness of HIV routine data to the national aggregate system. We analyzed ... -
Deep Time Growing Neural Network vs Convolutional Neural Network for Intelligent Phonocardiography
(Journal article; Peer reviewed, 2022)This paper explores the capabilities of a sophisticated deep learning method, named Deep Time Growing Neural Network (DTGNN), and compares its possibilities against a generally well-known method, Convolutional Neural network ... -
Designing a Dashboard for HIV-data Reporting Performance by Facilities: Case Study of Kenya
(Journal article; Peer reviewed, 2022)Health management information systems implemented in low-and middle-income countries (LMICs) have provided availability of HIV-data. As such, dashboards have become increasingly popular as they provide a potentially powerful ... -
Distinguishing Septal Heart Defects from the Valvular Regurgitation Using Intelligent Phonocardiography
(Journal article; Peer reviewed, 2020)This paper presents an original machine learning method for extracting diagnostic medical information from heart sound recordings. The method is proposed to be integrated with an intelligent phonocardiography in order to ... -
Health Facility Ownership Type and Performance on HIV Indicator Data Reporting in Kenya
(Journal article; Peer reviewed, 2020)In low- and middle-income countries, private and public facilities tend to have highly variable characteristics, which might affect their performance in meeting reporting requirements mandated by ministries of health. There ... -
Impact of Electronic Medical Records Systems in Reporting HIV Health Data Indicators in Kenya
(Journal article; Peer reviewed, 2022)Electronic Medical Records Systems (EMRs) improve the quality of patient care and reduce medical errors. Nevertheless, their role in health data indicator reporting performance is unclear. We assessed reporting completeness ... -
Integrating Socially Assistive Robots into Japanese Nursing Care
(Journal article; Peer reviewed, 2020)This paper presents experiences of integrating assistive robots in Japanese nursing care through semi-structured interviews and site observations at three nursing homes in Japan during the year 2019. The study looked at ... -
Integrating Socially Assistive Robots into Japanese Nursing Care
(Journal article; Peer reviewed, 2020)This paper presents experiences of integrating assistive robots in Japanese nursing care through semi-structured interviews and site observations at three nursing homes in Japan during the spring of 2019. The study looked ... -
Intellicor: Mobile Design for Monitoring Phonographic Signals
(Journal article; Peer reviewed, 2022)A mobile and web-based prototype was developed to explore utility of heart sound data in the context of patient self-monitoring. There are not many applications available despite measurement equipment that can be purchased. ... -
K-Means Clustering in Monitoring Facility Reporting of HIV Indicator Data: Case of Kenya
(Journal article; Peer reviewed, 2020)Health management information systems (HMISs) in low- and middle-income countries have been used to collect large amounts of data after years of implementation, especially in support of HIV care services. National-level ... -
Parralel Recurrent Convolutional Neural Network for Abnormal Heart Sound Classification
(Journal article; Peer reviewed, 2023)This paper presents the results of a study performed on Parallel Convolutional Neural Network (PCNN) toward detecting heart abnormalities from the heart sound signals. The PCNN preserves dynamic contents of the signal in ... -
Patient Self-Monitoring Using Intelligent Phonocardiography on a Mobile Platform
(Journal article; Peer reviewed, 2023)The paper presents the design and high-fidelity prototype of the remote patient self-monitoring system using a combination of intelligent phonocardiography, mobile and web-based platforms. The advantage of self-monitoring ... -
Recurrent vs Non-Recurrent Convolutional Neural Networks for Heart Sound Classification
(Journal article; Peer reviewed, 2023)Convolutional Neural Network (CNN) has been widely proposed for different tasks of heart sound analysis. This paper presents the results of a novel study on the performance of a conventional CNN in comparison to the different ... -
User Needs of Young Czech Adults with Multiple Sclerosis in a Lifestyle App Design
(Journal article; Peer reviewed, 2023)This paper presents a study that examined desired functionality, content, and design of a mobile application for young Czech adults living with Multiple Sclerosis (MS). The study was structured around a high-fidelity ...