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View article: Using Socio-Technical Systems Analysis to Understand the Enablers of Resilience in Clinical Handover in Acute Hospital Settings
Using Socio-Technical Systems Analysis to Understand the Enablers of Resilience in Clinical Handover in Acute Hospital Settings Open
Handover of patient care is the most common form of communication across hospitals. Enabling effective handover has been identified as a key priority for patient safety. This Human Factors Ergonomics socio-technical systems study aims to u…
View article: The emergence of nitazenes on the Irish heroin market and national preparation for possible future outbreaks
The emergence of nitazenes on the Irish heroin market and national preparation for possible future outbreaks Open
On 9 November 2023, the Health Service Executive Ireland (HSE) was notified of an unusually high pattern of opioid overdoses occurring in Dublin city centre among people attending homeless services. This represented the very early signs of…
View article: An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification
An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification Open
Wearable sensors such as Inertial Measurement Units (IMUs) are often used to assess the performance of human exercise. Common approaches use handcrafted features based on domain expertise or automatically extracted features using time seri…
View article: Review of Digital Research Infrastructure Requirements for AI
Review of Digital Research Infrastructure Requirements for AI Open
This document presents the primary output for the Review of Digital Research Infrastructure Requirements for AI, conducted by The Alan Turing Institute on behalf of UKRI and in conjunction with Technopolis.
View article: Faking feature importance: A cautionary tale on the use of differentially-private synthetic data
Faking feature importance: A cautionary tale on the use of differentially-private synthetic data Open
Synthetic datasets are often presented as a silver-bullet solution to the problem of privacy-preserving data publishing. However, for many applications, synthetic data has been shown to have limited utility when used to train predictive mo…
View article: Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations Open
The time series classification literature has expanded rapidly over the last decade, with many new classification approaches published each year. Prior research has mostly focused on improving the accuracy and efficiency of classifiers, wi…
View article: Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations Open
The time series classification literature has expanded rapidly over the last decade, with many new classification approaches published each year. Prior research has mostly focused on improving the accuracy and efficiency of classifiers, wi…
View article: Data Safe Havens in the Cloud: Overview Poster from 2nd Research Software London and South East Workshop on 06 February 2020
Data Safe Havens in the Cloud: Overview Poster from 2nd Research Software London and South East Workshop on 06 February 2020 Open
Overview of the policy, process and technical implementation of The Alan Turing Institute's cloud-based Data Safe Haven for secure and productive research using sensitive data.Presented at the poster session at the second annual workshop o…
View article: Capturing concussion related changes in dynamic balance using the Quantified Y Balance Test – a case series of six elite rugby union players
Capturing concussion related changes in dynamic balance using the Quantified Y Balance Test – a case series of six elite rugby union players Open
Concussion is one of the most common injuries reported across a myriad of sports. Recent evidence suggests that individuals may possess sensorimotor deficits beyond clinical recovery, predisposing them to further injury. This preliminary p…
View article: Determining Interrater and Intrarater Levels of Agreement in Students and Clinicians When Visually Evaluating Movement Proficiency During Screening Assessments
Determining Interrater and Intrarater Levels of Agreement in Students and Clinicians When Visually Evaluating Movement Proficiency During Screening Assessments Open
Background Biomechanical screening assessments are used to provide useful information about an athlete's movement proficiency. Clinically, movement proficiency is typically evaluated visually. This can result in low levels of agreement, le…
View article: Evaluating the use of machine learning in the assessment of joint angle using a single inertial sensor
Evaluating the use of machine learning in the assessment of joint angle using a single inertial sensor Open
Introduction Joint angle measurement is an important objective marker in rehabilitation. Inertial measurement units may provide an accurate and reliable method of joint angle assessment. The objective of this study was to assess whether a …
View article: Association of Dynamic Balance With Sports-Related Concussion: A Prospective Cohort Study
Association of Dynamic Balance With Sports-Related Concussion: A Prospective Cohort Study Open
Background: Concussion is one of the most common sports-related injuries, with little understood about the modifiable and nonmodifiable risk factors. Researchers have yet to evaluate the association between modifiable sensorimotor function…
View article: Wearable Inertial Sensor Systems for Lower Limb Exercise Detection and Evaluation: A Systematic Review
Wearable Inertial Sensor Systems for Lower Limb Exercise Detection and Evaluation: A Systematic Review Open
Wearable inertial sensor systems for analysing lower limb exercises is a rapidly growing field of research. Research over the past 10 years has predominantly focused on validating measurements that the systems produce and classifying users…
View article: A Wearable Sensor-Based Exercise Biofeedback System: Mixed Methods Evaluation of Formulift
A Wearable Sensor-Based Exercise Biofeedback System: Mixed Methods Evaluation of Formulift Open
This study demonstrated an overall positive evaluation of Formulift in the categories of usability, functionality, perceived impact, and subjective quality. Users also suggested a number of changes for future iterations of the system. Thes…
View article: Inertial Sensor Technology Can Capture Changes in Dynamic Balance Control during the Y Balance Test
Inertial Sensor Technology Can Capture Changes in Dynamic Balance Control during the Y Balance Test Open
Introduction: The Y Balance Test (YBT) is one of the most commonly utilised clinical dynamic balance assessments. Research has demonstrated the utility of the YBT in identifying balance deficits in individuals following lower limb injury. …
View article: Inter-session Test-retest Reliability of the Quantified Y Balance Test
Inter-session Test-retest Reliability of the Quantified Y Balance Test Open
6th International Congress on Sport Sciences Research and Technology Support (icSPORTS 2018), Seville, Spain, 20-21 September 2018
View article: Mobile App to Streamline the Development of Wearable Sensor-Based Exercise Biofeedback Systems: System Development and Evaluation
Mobile App to Streamline the Development of Wearable Sensor-Based Exercise Biofeedback Systems: System Development and Evaluation Open
A tablet app was developed that automates the process required to create a personalized exercise technique classification system. This tool can be applied to any cyclical, repetitive exercise. The personalized classification model displaye…
View article: Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation
Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation Open
The high level of accuracy attained with the proposed approach indicates that the waveform morphologies in the time-series plots for each of the exercises is sufficiently distinct among the participants to allow the use of machine vision a…
View article: Out-of-hospital cardiac arrests in the older population in Ireland
Out-of-hospital cardiac arrests in the older population in Ireland Open
Introduction Age influences survival from an out-of-hospital cardiac arrest (OHCA) but it is unclear to what extent. Improved understanding of the impact of increasing age may be helpful in improving decision making on who should receive a…
View article: Technology in Rehabilitation: Comparing Personalised and Global Classification Methodologies in Evaluating the Squat Exercise with Wearable IMUs
Technology in Rehabilitation: Comparing Personalised and Global Classification Methodologies in Evaluating the Squat Exercise with Wearable IMUs Open
Summary Background: The barbell squat is a popularly used lower limb rehabilitation exercise. It is also an integral exercise in injury risk screening protocols. To date athlete/patient technique has been assessed using expensive laborator…
View article: Technology in Rehabilitation: Evaluating the Single Leg Squat Exercise with Wearable Inertial Measurement Units
Technology in Rehabilitation: Evaluating the Single Leg Squat Exercise with Wearable Inertial Measurement Units Open
Summary Background: The single leg squat (SLS) is a common lower limb rehabilitation exercise. It is also frequently used as an evaluative exercise to screen for an increased risk of lower limb injury. To date athlete/patient SLS technique…
View article: Leveraging IMU data for accurate exercise performance classification and musculoskeletal injury risk screening
Leveraging IMU data for accurate exercise performance classification and musculoskeletal injury risk screening Open
Inertial measurement units (IMUs) are becoming increasingly prevalent as a method for low cost and portable biomechanical analysis. However, to date they have not been accepted into routine clinical practice. This is often due to a disconn…
View article: Objective Classification of Dynamic Balance Using a Single Wearable Sensor
Objective Classification of Dynamic Balance Using a Single Wearable Sensor Open
4th International Congress on Sport Sciences Research and Technology Support 2016, Porto, Portugal, 7-9 November 2016
View article: Evaluating Performance of the Single Leg Squat Exercise with a Single Inertial Measurement Unit
Evaluating Performance of the Single Leg Squat Exercise with a Single Inertial Measurement Unit Open
The single leg squat (SLS) is an important component of lower limb rehabilitation and injury risk screening tools. This study sought to investigate whether a single lumbar-worn IMU is capable of discriminating between correct and incorrect…
View article: Evaluating squat performance with a single inertial measurement unit
Evaluating squat performance with a single inertial measurement unit Open
2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks, MIT, Cambridge, Massachusetts, United States of America, 9-12 June 2015