Brian Caulfield
Orcid: 0000-0003-0290-9587Affiliations:
- University College Dublin, School of Public Health, Physiotherapy and Sports Science, INSIGHT Centre for Data Analytics, Dublin, Ireland
- University College Dublin, School of Public Health, Physiotherapy and Sports Science, CLARITY Centre for Sensor Web Technology, Dublin, Ireland (former)
According to our database1,
Brian Caulfield
authored at least 112 papers
between 1990 and 2023.
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Bibliography
2023
Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers.
Data Min. Knowl. Discov., March, 2023
CoRR, 2023
Modelling the Training Practices of Recreational Marathon Runners to Make Personalised Training Recommendations.
Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023
An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023
Towards Globalised Models for Exercise Classification using Inertial Measurement Units.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023
2022
Development of Data-Driven Metrics for Balance Impairment and Fall Risk Assessment in Older Adults.
IEEE Trans. Biomed. Eng., 2022
Predicting Fall Counts Using Wearable Sensors: A Novel Digital Biomarker for Parkinson's Disease.
Sensors, 2022
Feature Subset Selection for Detecting Fatigue in Runners Using Time Series Sensor Data.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
An Extended Case-Based Approach to Race-Time Prediction for Recreational Marathon Runners.
Proceedings of the Case-Based Reasoning Research and Development, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Test-retest reliability of wireless inertial-sensor derived measurements of knee joint kinematics.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Unsupervised Assessment of Balance and Falls Risk Using a Smartphone and Machine Learning.
Sensors, 2021
Sensors, 2021
The Importance of Real-World Validation of Machine Learning Systems in Wearable Exercise Biofeedback Platforms: A Case Study.
Sensors, 2021
A qualitative study of clinician perceptions regarding the potential role for digital health interventions for the management of COPD.
Health Informatics J., 2021
IEEE Access, 2021
Using Barycenters as Aggregate Representations of Repetition-Based Time-Series Exercise Data.
Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2021
A Case-Based Reasoning Approach to Predicting and Explaining Running Related Injuries.
Proceedings of the Case-Based Reasoning Research and Development, 2021
2020
Personalization in Real-Time Physical Activity Coaching Using Mobile Applications: A Scoping Review.
IEEE J. Biomed. Health Informatics, 2020
Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson's Patients Using Digital Mobility Outcomes.
Sensors, 2020
Feedback Design in Targeted Exercise Digital Biofeedback Systems for Home Rehabilitation: A Scoping Review.
Sensors, 2020
A multimodal smartphone sensor system for behaviour measurement and health status inference.
Inf. Fusion, 2020
Providing Explainable Race-Time Predictions and Training Plan Recommendations to Marathon Runners.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans.
Proceedings of the Case-Based Reasoning Research and Development, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the EICS '20: ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Wearable Sensor-Based Exercise Biofeedback for Orthopaedic Rehabilitation: A Mixed Methods User Evaluation of a Prototype System.
Sensors, 2019
Digital assessment of falls risk, frailty, and mobility impairment using wearable sensors.
npj Digit. Medicine, 2019
Not all sensors are created equal: a framework for evaluating human performance measurement technologies.
npj Digit. Medicine, 2019
Proceedings of the Artificial Intelligence XXXVI, 2019
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019
Impact of Exercise Intervention in Parkinson's Disease can be Quantified Using Inertial Sensor Data and Clinical Tests.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Investigating normal day to day variations of postural control in a healthy young population using Wii balance boards.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Capturing concussion related changes in dynamic balance using the Quantified Y Balance Test - a case series of six elite rugby union players.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A performance comparison of neuromuscular electrical stimulation protocols for isolated quadriceps contraction versus co-contraction of quadriceps and hamstrings.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Rehabilitation Exercise Segmentation for Autonomous Biofeedback Systems with ConvFSM.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Biofeedback in Breast Cancer Rehabilitation: Applying the WHO ICF Core Set to Identify Opportunities and Recommendations.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Is it feasible to combine non-standard exercise prescriptions with novel smartphone adaptive coaching systems to improve physical activity and health related outcomes in type 2 diabetes mellitus?
Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018
Automatic classification of knee rehabilitation exercises using a single inertial sensor: A case study.
Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Fall Risk Assessment Through Automatic Combination of Clinical Fall Risk Factors and Body-Worn Sensor Data.
IEEE J. Biomed. Health Informatics, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 14th International Conference on Telecommunications, 2017
Quality of Information About Physical Activity in Breast Cancer Facebook Pages: A Preliminary Content Review.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
The Application of Neuromuscular Electrical Stimulation (NMES) Technologies in Cancer Care.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Conceptualising a Targeted Rehabilitation Exercise Biofeedback System for a Cancer Survivorship Population.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
The influence of feature selection methods on exercise classification with inertial measurement units.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017
2016
IEEE Trans. Cybern., 2016
Evaluating performance of the lunge exercise with multiple and individual inertial measurement units.
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016
Crowdsourced Data Collection of Physical Activity and Health Status: An App Solution.
Proceedings of the Wireless Mobile Communication and Healthcare, 2016
Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support, 2016
Leveraging IMU data for accurate exercise performance classification and musculoskeletal injury risk screening.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Validation of temporal gait metrics from three IMU locations to the gold standard force plate.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
The limb movement analysis of rehabilitation exercises using wearable inertial sensors.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Assessment and Classification of Early-Stage Multiple Sclerosis With Inertial Sensors: Comparison Against Clinical Measures of Disease State.
IEEE J. Biomed. Health Informatics, 2015
Evaluating Performance of the Single Leg Squat Exercise with a Single Inertial Measurement Unit.
Proceedings of the 3rd 2015 Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2015
Proposed Design Approach for an Interactive Feedback Technology Support in Rehabilitation.
Proceedings of the 3rd 2015 Workshop on ICTs for improving Patients Rehabilitation Research Techniques, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Smartphone derived movement profiles to detect changes in health status in COPD patients - A preliminary investigation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
2014
An Ambulatory Method of Identifying Anterior Cruciate Ligament Reconstructed Gait Patterns.
Sensors, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A comparison of cross-sectional and prospective algorithms for falls risk assessment.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Quantitative assessment of multiple sclerosis using inertial sensors and the TUG test.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Use of a consumer market activity monitoring and feedback device improves exercise capacity and activity levels in COPD.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Uncovering Measurements of Social and Demographic Behavior From Smartphone Location Data.
IEEE Trans. Hum. Mach. Syst., 2013
Evaluating rehabilitation exercise performance using a single inertial measurement unit.
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Self directed home based electrical muscle stimulation training improves exercise tolerance and strength in healthy elderly.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
J. Ambient Intell. Smart Environ., 2012
Comparing adaptive algorithms to measure temporal gait parameters using lower body mounted inertial sensors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Taking balance measurement out of the laboratory and into the home: Discriminatory capability of novel centre of pressure measurement in fallers and non-fallers.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Displacement of centre of mass during quiet standing assessed using accelerometry in older fallers and non-fallers.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
ERCIM News, 2011
Proceedings of Wireless Health 2011, 2011
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Using a tri-axial accelerometer to detect technique breakdown due to fatigue in distance runners: A preliminary perspective.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Using a shoe mounted tri-axial accelerometer to detect kinematic changes during stiff ankle walking.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Reliability of quantitative TUG measures of mobility for use in falls risk assessment.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Body-worn sensor based surrogates of minimum ground clearance in elderly fallers and controls.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Neuromuscular electrical stimulation training results in enhanced activation of spinal stabilizing muscles during spinal loading and improvements in pain ratings.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Clinical application of neuromuscular electrical stimulation induced cardiovascular exercise.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Medical Biol. Eng. Comput., 2010
Towards a Pattern Language Approach to Sharing Experiences in Healthcare Technology Evaluations.
Proceedings of the HCI in Work and Learning, Life and Leisure, 2010
A common awareness and knowledge platform for studying and enabling independent living - CAPSIL.
Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010
CAPSIL Common Awareness and Knowledge Platform for Studying and Enabling Independent Living.
Proceedings of the International Conference on Body Sensor Networks, 2010
2009
Proceedings of the Sixth International Workshop on Wearable and Implantable Body Sensor Networks, 2009
2008
IEEE Trans. Biomed. Circuits Syst., 2008
2007
Proceedings of the 11th IEEE International Symposium on Wearable Computers (ISWC 2007), 2007
Proceedings of the 11th IEEE International Symposium on Wearable Computers (ISWC 2007), 2007
Proceedings of the 4th International Workshop on Wearable and Implantable Body Sensor Networks, 2007
2006
Design and Evaluation of a Wearable Optical Sensor for Monitoring Seated Spinal Posture.
Proceedings of the Tenth IEEE International Symposium on Wearable Computers (ISWC 2006), 2006
Marker-Based Monitoring of Seated Spinal Posture Using a Calibrated Single-Variable Threshold Model.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Prototype Sourceless Kinematic-Feedback Based Video Game for Movement Based Exercise.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
1990
A Pragmatic Approach for Integrating Data Management and Tasks Management: Modelling and Implementation Issues.
Proceedings of the Advances in Database Technology, 1990