Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning.

abstract：:Health self-management has become a new trend in healthcare management due to its effectiveness in improving patient health, quality of life, and life satisfaction and simultaneously reducing the cost of care. To evaluate the potential of mobile health, we developed an online health self-management system for mobile o...

journal_title：Health informatics journal

authors： Aria R,Archer N

更新日期：2020-12-01 00:00:00

abstract：:Facebook long-term care groups have been established by long-term care workers, and few studies have explored the related drivers of participation from the perspective of caregivers. This study applied a mixed-methods approach; the qualitative component conducted a pilot study to explore the drivers of participation i...

journal_title：Health informatics journal

authors： Lin TC,Fang D,Hsueh SY,Lai MC

更新日期：2020-03-01 00:00:00

abstract：:This study investigates some of the data quality challenges facing the HIV surveillance system in the United States. Using the content analysis method, Center for Disease Control annual HIV surveillance reports (1982-2014) are systematically reviewed and evaluated against relevant data quality metrics from previous li...

journal_title：Health informatics journal

authors： Ngugi BK,Harrington B,Porcher EN,Wamai RG

更新日期：2019-06-01 00:00:00

abstract：:The ability to automatically categorize submitted questions based on topics and suggest similar question and answer to the users reduces the number of redundant questions. Our objective was to compare intra-topic and inter-topic similarity between question and answers by using concept-based similarity computing analys...

journal_title：Health informatics journal

authors： Naderi H,Madani S,Kiani B,Etminani K

更新日期：2020-06-01 00:00:00

abstract：:A critical mass of public health practitioners with expertise in analytic techniques and best practices in comparative effectiveness research is needed to fuel informed decisions and improve the quality of health care. The purpose of this case study is to describe the development and formative evaluation of a technolo...

journal_title：Health informatics journal

authors： Salinas-Miranda AA,Nash MC,Salemi JL,Mbah AK,Salihu HM

更新日期：2013-06-01 00:00:00

abstract：:This article focuses on a conceptual framework that can be applied to the use of mobile technology in the waiting room with the goal of empowering women recently diagnosed with abnormal Pap test results. It further describes trends which indicate a need for improved and timely information dissemination. Genecology pra...

journal_title：Health informatics journal

authors： Reychav I,Parush A,McHaney R,Hazan M,Moshonov R

更新日期：2018-09-01 00:00:00

abstract：:Content produced by caregivers of stroke survivors on the online video-sharing platform YouTube may be a good source of knowledge regarding caregivers' unmet needs. We aimed to examine the content, quantity and quality of YouTube videos that target and discuss the needs and concerns of caregivers of stroke survivors. ...

journal_title：Health informatics journal

authors： Denham AM,Baker AL,Spratt NJ,Wynne O,Hunt SA,Bonevski B,Kumar R

更新日期：2020-09-01 00:00:00

abstract：:This study involved the development of an expert system for the pre-diagnosis of hypertension, diabetes mellitus type 2 and metabolic syndrome. The expert system has been developed using web technologies, PHP, Apache and MySQL with CLIPS tool; the expert system includes three algorithms designed by the authors, one fo...

journal_title：Health informatics journal

authors： Urrea C,Mignogna A

更新日期：2020-12-01 00:00:00

abstract：:The interoperable exchange of social-behavioral determinants of health data is challenging due to complex factors including multiple recommendations, multiple tools with varying domains, scoring, and cutpoints, and lack of terminology code sets for storing assessments and findings. This article describes a strategy th...

journal_title：Health informatics journal

authors： Wetta RE,Severin RD,Gruhler H

更新日期：2020-06-01 00:00:00

abstract：:Falls play a critical role in older people's life as it is an important source of morbidity and mortality in elders. In this article, elders fall risk is predicted based on a physiological profile approach using a multilayer neural network with back-propagation learning algorithm. The personal physiological profile of...

journal_title：Health informatics journal

authors： Razmara J,Zaboli MH,Hassankhani H

更新日期：2018-12-01 00:00:00

abstract：:This study examined the coding validity of hypertension, diabetes, obesity and depression related to the presence of their co-existing conditions, death status and the number of diagnosis codes in hospital discharge abstract database. We randomly selected 4007 discharge abstract database records from four teaching hos...

journal_title：Health informatics journal

authors： Peng M,Southern DA,Williamson T,Quan H

更新日期：2017-12-01 00:00:00

abstract：:This study aims to investigate healthcare practitioner behaviour in adopting Health Information Systems which could affect patients' safety and quality of health. A qualitative study was conducted based on a semi-structured interview protocol on 31 medical doctors in three Malaysian government hospitals implementing t...

journal_title：Health informatics journal

authors： Salahuddin L,Ismail Z,Hashim UR,Ismail NH,Raja Ikram RR,Abdul Rahim F,Hassan NH

更新日期：2020-03-01 00:00:00

abstract：:Today, social media is increasingly used by patients to openly discuss their health. Mining automatically such data is a challenging task because of the non-structured nature of the text and the use of many abbreviations and the slang terms. Our goal is to use Patient Authored Text to build a French Consumer Health Vo...

journal_title：Health informatics journal

authors： Tapi Nzali MD,Aze J,Bringay S,Lavergne C,Mollevi C,Optiz T

更新日期：2019-12-01 00:00:00

abstract：:The response of health professionals to the use of health information technology (HIT) is an important research topic that can partly explain the success or failure of any HIT application. The present study applied a modified version of the revised technology acceptance model (TAM) to assess the relevant beliefs and a...

journal_title：Health informatics journal

authors： Ketikidis P,Dimitrovski T,Lazuras L,Bath PA

更新日期：2012-06-01 00:00:00

abstract：:While much research focuses on adoption of electronic health-care records and other information technology among health-care providers, less research explores patient attitudes. This qualitative study examines barriers to adoption of home-based health information technology, particularly personal electronic health rec...

journal_title：Health informatics journal

authors： Young R,Willis E,Cameron G,Geana M

更新日期：2014-06-01 00:00:00

abstract：:Whereas in most sectors, technology has taken over trivial and labour consuming tasks, this transformation has been delayed in the healthcare sector. Although appropriate technology is available, there is general resistance to substituting 'warm' hands with 'cold' technology. In the future, this may change as the numb...

journal_title：Health informatics journal

authors： Aanesen M,Lotherington AT,Olsen F

更新日期：2011-09-01 00:00:00

abstract：:Crohn's disease is among the chronic inflammatory bowel diseases that impact the gastrointestinal tract. Understanding and predicting the severity of inflammation in real-time settings is critical to disease management. Extant literature has primarily focused on studies that are conducted in clinical trial settings to...

journal_title：Health informatics journal

authors： Reddy BK,Delen D,Agrawal RK

更新日期：2019-12-01 00:00:00

abstract：:In the current political climate of evidence-based research, GIS has emerged as a powerful research tool as it allows spatial and social health inequality to be explored efficiently. This article explores the impact health reforms had on geographical accessibility to hospital emergency department (ED) services in New ...

journal_title：Health informatics journal

authors： Brabyn L,Beere P

更新日期：2006-09-01 00:00:00

abstract：:Current guidelines for the development of decision aids recommend that they have to include a process for helping patients clarify their personal values, for example, by using values clarification methods. In this article, we extensively described the development process of the web-based values clarification method fo...

journal_title：Health informatics journal

authors： de Angst IB,Weernink MG,Kil PJ,van Til JA,Cornel EB,Takkenberg JJ

更新日期：2020-03-01 00:00:00

abstract：:The aim of this study was to investigate the use of electronic patient records in daily practice. In four wards of a large hospital district in Finland, N = 43 patients' care and activities were observed and analysed in terms of the Grounded Theory method. The findings revealed that using electronic patient records cr...

journal_title：Health informatics journal

authors： Laitinen H,Kaunonen M,Åstedt-Kurki P

更新日期：2014-12-01 00:00:00

abstract：:Structured Product Labels follow an XML-based document markup standard approved by the Health Level Seven organization and adopted by the US Food and Drug Administration as a mechanism for exchanging medical products information. Their current organization makes their secondary use rather challenging. We used the Side...

journal_title：Health informatics journal

authors： Pandey A,Kreimeyer K,Foster M,Dang O,Ly T,Wang W,Forshee R,Botsis T

更新日期：2019-12-01 00:00:00

abstract：:Physicians increasingly use medical applications to facilitate clinical information management. The respective effect on clinical communication and quality of healthcare provision has not been studied in the Austrian context so far. Thus, the current cross-sectional online study analyzed prevalent medical applications...

journal_title：Health informatics journal

authors： Haluza D,Hofer F

更新日期：2020-09-01 00:00:00

abstract：:In caring for patients with sepsis, the current structure of electronic health record systems allows clinical providers access to raw patient data without imputation of its significance. There are a wide range of sepsis alerts in clinical care that act as clinical decision support tools to assist in early recognition ...

journal_title：Health informatics journal

authors： Schubel L,Mosby DL,Blumenthal J,Capan M,Arnold R,Kowalski R,Seagull FJ,Catchpole K,Schwartz JS,Franklin E,Littlejohn R,Miller KE

更新日期：2020-03-01 00:00:00

abstract：:Technical aspects of the National Programme for IT in the National Health Service have run ahead of genuine engagement with front-line users. We have explored with front-line NHS staff the factors which limit their contribution to management information from operational systems. Staff place psychological distance betw...

journal_title：Health informatics journal

authors： Harrop N,Wood-Harper T,Gillies A

更新日期：2006-12-01 00:00:00

abstract：:Mental health applications hold great promise as interventions for addressing common mental issues. Although many people with mental health issues use mobile app interventions, their adherence level remains low. Low engagement affects the effectiveness of mobile interventions. However, there is still a dearth of resea...

journal_title：Health informatics journal

authors： Alqahtani F,Orji R

更新日期：2020-09-01 00:00:00

abstract：:Ageing populations and unhealthy lifestyles have led to some chronic conditions such as diabetes and heart disease reaching epidemic proportions in many developed nations. This paper explores the potential of mobile technologies to improve this situation. The pervasive nature of these technologies can contribute holis...

journal_title：Health informatics journal

authors： Mirza F,Norris T,Stockdale R

更新日期：2008-12-01 00:00:00

abstract：:Computer use is becoming ubiquitous among older adults. As computer use depends on complex cognitive functions, measuring individuals' computer-use behaviours over time may provide a way to detect changes in their cognitive functioning. However, it is uncertain which computer-use behaviour changes are most likely to b...

journal_title：Health informatics journal

authors： Couth S,Stringer G,Leroi I,Sutcliffe AG,Gledson A,Bruno D,McDonald KR,Montaldi D,Poliakoff E,Rust J,Thompson JC,Brown LJ

更新日期：2019-09-01 00:00:00

abstract：:Healthcare professionals' use of social media platforms, such as blogs, wikis, and social networking web sites has grown considerably in recent years. However, few studies have explored the perspectives and experiences of physicians in adopting social media in healthcare. This article aims to identify the potential be...

journal_title：Health informatics journal

authors： Panahi S,Watson J,Partridge H

更新日期：2016-06-01 00:00:00

abstract：:The use of mobile technology and mobile apps has become pervasive in our daily lives for completing a variety of daily tasks. Mobile health (mHealth) apps can provide an accessible platform for self-management among breast cancer (BC) survivors, as they recover from not just the intensive cancer treatments, but also t...

journal_title：Health informatics journal

authors： Kapoor A,Nambisan P,Baker E

更新日期：2020-12-01 00:00:00

abstract：:Kidney transplantation is the treatment of choice for patients with end-stage renal disease, and leads to everyday self-management of this chronic condition. This article aims to provide documentation for a participatory design study of a telehealth solution to improve the kidney transplantation process, and to identi...

journal_title：Health informatics journal

authors： Nielsen C,Agerskov H,Bistrup C,Clemensen J

更新日期：2020-06-01 00:00:00