Search Results - "Mulvenna, Maurice D"
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Discovering and comparing types of general practitioner practices using geolocational features and prescribing behaviours by means of K-means clustering
Published in Scientific reports (14-09-2021)“…Traditionally General Practitioner (GP) practices have been labelled as being in Rural, Urban or Semi-Rural areas with no statistical method of identifying…”
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Coproduction of accessible digital mental health supports in partnership with young people from marginalised backgrounds: a scoping review protocol
Published in BMJ open (15-05-2024)“…IntroductionDespite the evidence supporting the value of digital supports for enhancing youth mental health services, there is a lack of guidance on how best…”
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Upper Limb Position Tracking with a Single Inertial Sensor Using Dead Reckoning Method with Drift Correction Techniques
Published in Sensors (Basel, Switzerland) (29-12-2022)“…Inertial sensors are widely used in human motion monitoring. Orientation and position are the two most widely used measurements for motion monitoring. Tracking…”
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Insights Derived From Text-Based Digital Media, in Relation to Mental Health and Suicide Prevention, Using Data Analysis and Machine Learning: Systematic Review
Published in JMIR mental health (27-06-2024)“…Text-based digital media platforms have revolutionized communication and information sharing, providing valuable access to knowledge and understanding in the…”
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Reinforcement learning based task scheduling for environmentally sustainable federated cloud computing
Published in Journal of cloud computing : advances, systems and applications (07-12-2023)“…The significant energy consumption within data centers is an essential contributor to global energy consumption and carbon emissions. Therefore, reducing…”
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Exploring the Relationship Between Online Social Network Site Usage and the Impact on Quality of Life for Older and Younger Users: An Interaction Analysis
Published in Journal of medical Internet research (29-09-2016)“…Analyzing content generated by users of social network sites has been shown to be beneficial across a number of disciplines. Such analysis has revealed the…”
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Digital transformation of mental health services
Published in Npj mental health research (22-08-2023)“…This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health…”
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Aggregated topic models for increasing social media topic coherence
Published in Applied intelligence (Dordrecht, Netherlands) (2020)“…This research presents a novel aggregating method for constructing an aggregated topic model that is composed of the topics with greater coherence than…”
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Prediction of chemical compounds properties using a deep learning model
Published in Neural computing & applications (01-10-2021)“…The discovery of new medications in a cost-effective manner has become the top priority for many pharmaceutical companies. Despite decades of innovation, many…”
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Ethical Issues in Democratizing Digital Phenotypes and Machine Learning in the Next Generation of Digital Health Technologies
Published in Philosophy & technology (01-12-2021)“…Digital phenotyping is the term given to the capturing and use of user log data from health and wellbeing technologies used in apps and cloud-based services…”
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An Oil Well Dataset Derived from Satellite-Based Remote Sensing
Published in Remote sensing (Basel, Switzerland) (01-03-2021)“…Estimation of the number and geo-location of oil wells is important for policy holders considering their impact on energy resource planning. With the recent…”
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‘There is still so much inside’: The impact of personalised reminiscence, facilitated by a tablet device, on people living with mild to moderate dementia and their family carers
Published in Dementia (London, England) (01-05-2020)“…The aim of this qualitative study was to explore the impact of a home-based, personalised reminiscence programme facilitated through an iPad app on people…”
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Multivariate Testing Confirms the Effect of Age-Gender Congruence on Click-Through Rates from Online Social Network Digital Advertisements
Published in Cyberpsychology, behavior and social networking (01-10-2018)“…A key benefit of web-based technology is the enhanced computational ability to tailor and personalize content using explicit online user profiles. While some…”
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Understanding a happiness dataset: How the machine learning classification accuracy changes with different demographic groups
Published in 2021 IEEE Symposium on Computers and Communications (ISCC) (05-09-2021)“…In this paper, we use the HappyDB (which is a corpus of more than 100,000 happy moments or happiness statements) to train machine learning classifiers to…”
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Conference Proceeding -
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Why do people call crisis helplines? Identifying taxonomies of presenting reasons and discovering associations between these reasons
Published in Health informatics journal (01-12-2020)“…The objective of this study is to identify the most common reasons for contacting a crisis helpline through analysing a large call log data set. Two taxonomies…”
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Designing postures for rehabilitation therapies in a multimodal system based on a 3D virtual environment and movement-based interaction
Published in Multimedia tools and applications (01-12-2022)“…Technological advances have facilitated new approaches to support different needs in healthcare environments. In particular, in the field of rehabilitation…”
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Predicting Caller Type From a Mental Health and Well-Being Helpline: Analysis of Call Log Data
Published in JMIR mental health (11-06-2018)“…This paper presents an analysis of call data records pertaining to a telephone helpline in Ireland among individuals seeking mental health and well-being…”
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Using Mobile Technology to Provide Personalized Reminiscence for People Living With Dementia and Their Carers: Appraisal of Outcomes From a Quasi-Experimental Study
Published in JMIR mental health (11-09-2018)“…Dementia is an international research priority. Reminiscence is an intervention that prompts memories and has been widely used as a therapeutic approach for…”
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Economic costs and health-related quality of life associated with individual specific reminiscence: Results from the InspireD Feasibility Study
Published in Dementia (London, England) (01-10-2020)“…Recent studies have focused on the use of technology to support reminiscence but there remains a dearth of research on the health costs and benefits associated…”
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Multi-faceted informatics system for digitising and streamlining the reablement care model
Published in Journal of biomedical informatics (01-08-2015)“…[Display omitted] •Reablement involves patient referrals to services in the community sector.•An electronic system to streamline this reablement model needs…”
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