Brian Caulfield

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 70

Top Venues

Publications

Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth
A Case-Based Reasoning Approach to Post-injury Training Recommendations for Marathon Runners. ICCBR (2024)
Álvaro Pareja-Cano, José María Arjona, Brian Caulfield, Antonio I. Cuesta-Vargas
Parameterization of Biomechanical Variables through Inertial Measurement Units (IMUs) in Occasional Healthy Runners. Sensors 24 (7) (2024)
Alison Keogh, Rob Argent, Cailbhe Doherty, Ciara Duignan, Orna Fennelly, Ciaran Purcell, William Johnston, Brian Caulfield
Breaking down the Digital Fortress: The Unseen Challenges in Healthcare Technology - Lessons Learned from 10 Years of Research. Sensors 24 (12) (2024)
Timilehin B. Aderinola, Hananeh Younesian, Darragh Whelan, Brian Caulfield, Georgiana Ifrim
Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone. CoRR (2023)
Ashish Singh, Antonio Bevilacqua, Timilehin B. Aderinola, Thach Le Nguyen, Darragh Whelan, Martin O'Reilly, Brian Caulfield, Georgiana Ifrim
An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification. ECML/PKDD (6) (2023)
Bahavathy Kathirgamanathan, Brian Caulfield, Pádraig Cunningham
Towards Globalised Models for Exercise Classification using Inertial Measurement Units. BSN (2023)
Ashish Singh, Antonio Bevilacqua, Timilehin B. Aderinola, Thach Le Nguyen, Darragh Whelan, Martin O'Reilly, Brian Caulfield, Georgiana Ifrim
An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification. CoRR (2023)
Ashish Singh, Antonio Bevilacqua, Thach Le Nguyen, Feiyan Hu, Kevin McGuinness, Martin O'Reilly, Darragh Whelan, Brian Caulfield, Georgiana Ifrim
Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers. Data Min. Knowl. Discov. 37 (2) (2023)
Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth
Modelling the Training Practices of Recreational Marathon Runners to Make Personalised Training Recommendations. UMAP (2023)
Timilehin B. Aderinola, Hananeh Younesian, Cathy Goulding, Darragh Whelan, Brian Caulfield, Georgiana Ifrim
Machine Vision-Enabled Sports Performance Analysis. CoRR (2023)
Killian McManus, Barry R. Greene, Lilian Genaro Motti Ader, Brian Caulfield
Development of Data-Driven Metrics for Balance Impairment and Fall Risk Assessment in Older Adults. IEEE Trans. Biomed. Eng. 69 (7) (2022)
Kate O'Keeffe, Rob Argent, Alan Bourke, Shaban Shabani, Jens Praestgaard, Amir Muaremi, Cathy Goulding, Martin Brom, Celeste Scotti, Lorcan Walsh, Brian Caulfield
Test-retest reliability of wireless inertial-sensor derived measurements of knee joint kinematics. EMBC (2022)
Antonio Bevilacqua, Lisa Alcock, Brian Caulfield, Eran Gazit, Clint Hansen, Neil Ireson, Georgiana Ifrim
Automated Mobility Context Detection with Inertial Signals. CoRR (2022)
Bahavathy Kathirgamanathan, Cillian Buckley, Brian Caulfield, Pádraig Cunningham
Feature Subset Selection for Detecting Fatigue in Runners Using Time Series Sensor Data. ICPRAI (1) (2022)
Ashish Singh, Antonio Bevilacqua, Thach Le Nguyen, Feiyan Hu, Kevin McGuinness, Martin O'Reilly, Darragh Whelan, Brian Caulfield, Georgiana Ifrim
Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers. CoRR (2022)
Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth
An Extended Case-Based Approach to Race-Time Prediction for Recreational Marathon Runners. ICCBR (2022)
Shaban Shabani, Alan K. Bourke, Amir Muaremi, Jens Praestgaard, Kate O'Keeffe, Rob Argent, Martin Brom, Celeste Scotti, Brian Caulfield, Lorcan Walsh
An Automatic Foot and Shank IMU Synchronization Algorithm: Proof-of-concept. EMBC (2022)
Barry R. Greene, Isabella Premoli, Killian McManus, Denise McGrath, Brian Caulfield
Predicting Fall Counts Using Wearable Sensors: A Novel Digital Biomarker for Parkinson's Disease. Sensors 22 (1) (2022)
Barry R. Greene, Killian McManus, Lilian Genaro Motti Ader, Brian Caulfield
Unsupervised Assessment of Balance and Falls Risk Using a Smartphone and Machine Learning. Sensors 21 (14) (2021)
Liang Zhao, Kun Chen, Jie Song, Xiaoliang Zhu, Jianwen Sun, Brian Caulfield, Brian Mac Namee
Academic Performance Prediction Based on Multisource, Multifeature Behavioral Data. IEEE Access 9 (2021)
Bahavathy Kathirgamanathan, James Davenport, Brian Caulfield, Pádraig Cunningham
Using Barycenters as Aggregate Representations of Repetition-Based Time-Series Exercise Data. MLSA@PKDD/ECML (2021)
Rob Argent, Antonio Bevilacqua, Alison Keogh, Ailish Daly, Brian Caulfield
The Importance of Real-World Validation of Machine Learning Systems in Wearable Exercise Biofeedback Platforms: A Case Study. Sensors 21 (7) (2021)
Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth
A Case-Based Reasoning Approach to Predicting and Explaining Running Related Injuries. ICCBR (2021)
Manuel Gil-Martín, William Johnston, Rubén San Segundo, Brian Caulfield
Scoring Performance on the Y-Balance Test Using a Deep Learning Approach. Sensors 21 (21) (2021)
Patrick Slevin, Threase Kessie, John Cullen, Marcus W. Butler, Seamas C. Donnelly, Brian Caulfield
A qualitative study of clinician perceptions regarding the potential role for digital health interventions for the management of COPD. Health Informatics J. 27 (1) (2021)
Lilian Genaro Motti Ader, Brian Caulfield, Benoît Bossavit, Katerina El Raheb, Mathieu Raynal, Nadine Vigouroux, Karine Lan Hing Ting, Pourang P. Irani, Jean Vanderdonckt
Visual user interfaces for human motion. AVI (2020)
Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth
Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans. ICCBR (2020)
Marco Viceconti, Sabina Hernandez Penna, Wilhelmus Dartee, Claudia Mazzà, Brian Caulfield, Clemens Becker, Walter Maetzler, Judith Garcia-Aymerich, Giorgio Davico, Lynn Rochester
Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson's Patients Using Digital Mobility Outcomes. Sensors 20 (20) (2020)
William Johnston, James Davenport, Rachelle Connelly, Brian Caulfield
Quantifying Y Balance Test performance with multiple and single inertial sensors. EMBC (2020)
Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth
Providing Explainable Race-Time Predictions and Training Plan Recommendations to Marathon Runners. RecSys (2020)
Daniel Kelly, Joan Condell, Kevin Curran, Brian Caulfield
A multimodal smartphone sensor system for behaviour measurement and health status inference. Inf. Fusion 53 (2020)
Antonio Bevilacqua, Giovanni Ciampi, Rob Argent, Brian Caulfield, M. Tahar Kechadi
Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting. AAAI (2020)
Louise Brennan, Enrique Dorronzoro Zubiete, Brian Caulfield
Feedback Design in Targeted Exercise Digital Biofeedback Systems for Home Rehabilitation: A Scoping Review. Sensors 20 (1) (2020)
Lilian Genaro Motti Ader, Killian McManus, Barry R. Greene, Brian Caulfield
How many steps to represent individual gait? EICS (2020)
Lilian Genaro Motti Ader, Alison Keogh, Killian McManus, Barry R. Greene, Brian Caulfield
Human Movement Analysis: Introduction to Motion Capture and Applications for Health. ICHI (2020)
Francisco Monteiro-Guerra, Octavio Rivera Romero, Luis Fernández-Luque, Brian Caulfield
Personalization in Real-Time Physical Activity Coaching Using Mobile Applications: A Scoping Review. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Antonio Bevilacqua, Louise Brennan, Rob Argent, Brian Caulfield, M. Tahar Kechadi
Rehabilitation Exercise Segmentation for Autonomous Biofeedback Systems with ConvFSM. EMBC (2019)
Rob Argent, Patrick Slevin, Antonio Bevilacqua, Maurice Neligan, Ailish Daly, Brian Caulfield
Wearable Sensor-Based Exercise Biofeedback for Orthopaedic Rehabilitation: A Mixed Methods User Evaluation of a Prototype System. Sensors 19 (2) (2019)
Louise Brennan, Enrique Dorronzoro Zubiete, Brian Caulfield
Biofeedback in Breast Cancer Rehabilitation: Applying the WHO ICF Core Set to Identify Opportunities and Recommendations. CBMS (2019)
Lilian Genaro Motti Ader, Benoît Bossavit, Brian Caulfield, Mathieu Raynal, Karine Lan Hing Ting, Jean Vanderdonckt, Nadine Vigouroux
HCI Challenges in Human Movement Analysis. INTERACT (4) (2019)
Niladri Sett, Brian Mac Namee, Francesc Calvo, Brian Caulfield, John Costello, Seamas Donnelly, Jonas F. Dorn, Louis Jeay, Alison Keogh, Killian McManus, Ronan H. Mullan, Emer O'Hare, Caroline G. M. Perraudin
Are You in Pain? Predicting Pain and Stiffness from Wearable Sensor Activity Data. SGAI Conf. (2019)
Antonio Bevilacqua, Kyle MacDonald, Aamina Rangarej, Venessa Widjaya, Brian Caulfield, M. Tahar Kechadi
Human Activity Recognition with Convolutional Neural Netowrks. CoRR (2019)
Barry R. Greene, Killian McManus, Stephen J. Redmond, Brian Caulfield, Charlene C. Quinn
Digital assessment of falls risk, frailty, and mobility impairment using wearable sensors. npj Digit. Medicine 2 (2019)
William Johnston, Martin O'Reilly, Mairead Liston, Rod McLoughlin, Garrett F. Coughlan, Brian Caulfield
Capturing concussion related changes in dynamic balance using the Quantified Y Balance Test - a case series of six elite rugby union players. EMBC (2019)
Brian Caulfield, Brenda Reginatto, Patrick Slevin
Not all sensors are created equal: a framework for evaluating human performance measurement technologies. npj Digit. Medicine 2 (2019)
Ciara Duignan, Mark Doolan, David Doyle, Joe McGowan, Sean O'Shaughnessy, Conor Minogue, Brian Caulfield
A performance comparison of neuromuscular electrical stimulation protocols for isolated quadriceps contraction versus co-contraction of quadriceps and hamstrings. EMBC (2019)
Killian McManus, Denise McGrath, Barry R. Greene, Olive Lennon, Laura McMahon, Brian Caulfield
Impact of Exercise Intervention in Parkinson's Disease can be Quantified Using Inertial Sensor Data and Clinical Tests. EMBC (2019)
William Johnston, Ciaran Purcell, Ciara Duffy, Tara Casey, Barry R. Greene, David Singleton, Denise McGrath, Brian Caulfield
Investigating normal day to day variations of postural control in a healthy young population using Wii balance boards. EMBC (2019)
Antonio Bevilacqua, Bing Quan Huang, Rob Argent, Brian Caulfield, M. Tahar Kechadi
Automatic classification of knee rehabilitation exercises using a single inertial sensor: A case study. BSN (2018)
Antonio Bevilacqua, Bing Quan Huang, Rob Argent, Brian Caulfield, M. Tahar Kechadi
Automatic Classification of Knee Rehabilitation Exercises Using a Single Inertial Sensor: a Case Study. CoRR (2018)
Hugh Byrne, Brian Caulfield, Madeleine M. Lowery, Chris J. Thompson, Diarmuid Smith, Margaret Griffin, Giuseppe De Vito
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? PervasiveHealth (2018)
Antonio Bevilacqua, Kyle MacDonald, Aamina Rangarej, Venessa Widjaya, Brian Caulfield, M. Tahar Kechadi
Human Activity Recognition with Convolutional Neural Networks. ECML/PKDD (3) (2018)
Cillian Buckley, Martin A. O'Reilly, Darragh Whelan, A. Vallely Farrell, L. Clark, V. Longo, M. D. Gilchrist, Brian Caulfield
Binary classification of running fatigue using a single inertial measurement unit. BSN (2017)
Daniel Kelly, Kevin Curran, Brian Caulfield
Automatic Prediction of Health Status Using Smartphone-Derived Behavior Profiles. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Louise Brennan, Ailish Daly, Brian Caulfield
Conceptualising a Targeted Rehabilitation Exercise Biofeedback System for a Cancer Survivorship Population. CBMS (2017)
Barry R. Greene, Stephen J. Redmond, Brian Caulfield
Fall Risk Assessment Through Automatic Combination of Clinical Fall Risk Factors and Body-Worn Sensor Data. IEEE J. Biomed. Health Informatics 21 (3) (2017)
Shinji Hotta, Akihiro Inomata, Yuki Sasamoto, Shiho Washizawa, Brian Caulfield
Unsupervised gait detection using biomechanical restrictions. EMBC (2017)
Martin A. O'Reilly, William Johnston, Cillian Buckley, Darragh Whelan, Brian Caulfield
The influence of feature selection methods on exercise classification with inertial measurement units. BSN (2017)
Kristina Drusany Staric, Petra Bukovec, Brian Caulfield, Ana Madevska Bogdanova, Hrvoje Belani
ICT-assisted personalized therapy and rehabilitation in urinary incontinence. ConTEL (2017)
Guido Giunti, Estefania Guisado-Fernandez, Brian Caulfield
Connected Health in Multiple Sclerosis: a mobile applications review. CoRR (2017)
Gabriel R. Signorelli, Matilde M. Fernandez, Francisco M. M. Guerra, Luis Fernández-Luque, Brian Caulfield
Quality of Information About Physical Activity in Breast Cancer Facebook Pages: A Preliminary Content Review. CBMS (2017)
Guido Giunti, Estefania Guisado-Fernandez, Brian Caulfield
Connected Health in Multiple Sclerosis: A Mobile Applications Review. CBMS (2017)
Dominic O'Connor, Brian Caulfield
The Application of Neuromuscular Electrical Stimulation (NMES) Technologies in Cancer Care. CBMS (2017)
Darragh Whelan, Martin O'Reilly, Tomás E. Ward, Eamonn Delahunt, Brian Caulfield
Evaluating performance of the lunge exercise with multiple and individual inertial measurement units. PervasiveHealth (2016)
Bing Quan Huang, Oonagh M. Giggins, M. Tahar Kechadi, Brian Caulfield
The limb movement analysis of rehabilitation exercises using wearable inertial sensors. EMBC (2016)
Darragh Whelan, Martin O'Reilly, Bing Quan Huang, Oonagh M. Giggins, M. Tahar Kechadi, Brian Caulfield
Leveraging IMU data for accurate exercise performance classification and musculoskeletal injury risk screening. EMBC (2016)
Daniel Kelly, Brian Caulfield
Pervasive Sound Sensing: A Weakly Supervised Training Approach. IEEE Trans. Cybern. 46 (1) (2016)
Matthew R. Patterson, William Johnston, Niamh O'Mahony, Sam O'Mahony, Eimear Nolan, Brian Caulfield
Validation of temporal gait metrics from three IMU locations to the gold standard force plate. EMBC (2016)
Daniel Kelly, Brian Caulfield, Kevin Curran
Crowdsourced Data Collection of Physical Activity and Health Status: An App Solution. MobiHealth (2016)
William Johnston, Martin O'Reilly, Kara Dolan, Niamh Reid, Garrett Coughlan, Brian Caulfield
Objective Classification of Dynamic Balance Using a Single Wearable Sensor. icSPORTS (2016)
Oonagh M. Giggins, Brian Caulfield
Proposed Design Approach for an Interactive Feedback Technology Support in Rehabilitation. REHAB (2015)
Daniel Kelly, Seamas Donnelly, Brian Caulfield
Smartphone derived movement profiles to detect changes in health status in COPD patients - A preliminary investigation. EMBC (2015)
Martin O'Reilly, Darragh Whelan, Charalampos Chanialidis, Nial Friel, Eamonn Delahunt, Tomás Ward, Brian Caulfield
Evaluating squat performance with a single inertial measurement unit. BSN (2015)
Kenneth Taylor, Brenda Reginatto, Matthew R. Patterson, Dermot Power, Yusuke Komaba, Kazuho Maeda, Akihiro Inomata, Brian Caulfield
Context focused older adult mobility and gait assessment. EMBC (2015)
Brenda Reginatto, Kenneth Taylor, Matthew R. Patterson, Dermot Power, Yusuke Komaba, Kazuho Maeda, Akihiro Inomata, Brian Caulfield
Context aware falls risk assessment: A case study comparison. EMBC (2015)
Barry R. Greene, Stephanie Rutledge, Iain McGurgan, Christopher McGuigan, Karen O'Connell, Brian Caulfield, Niall Tubridy
Assessment and Classification of Early-Stage Multiple Sclerosis With Inertial Sensors: Comparison Against Clinical Measures of Disease State. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Darragh Whelan, Martin O'Reilly, Tomás Ward, Eamonn Delahunt, Brian Caulfield
Evaluating Performance of the Single Leg Squat Exercise with a Single Inertial Measurement Unit. REHAB (2015)
Barry R. Greene, Michael Healy, Stephanie Rutledge, Brian Caulfield, Niall Tubridy
Quantitative assessment of multiple sclerosis using inertial sensors and the TUG test. EMBC (2014)
Matthew R. Patterson, Eamonn Delahunt, Kevin T. Sweeney, Brian Caulfield
An Ambulatory Method of Identifying Anterior Cruciate Ligament Reconstructed Gait Patterns. Sensors 14 (1) (2014)
Matthew R. Patterson, Darragh Whelan, Brenda Reginatto, Niamh Caprani, Lorcan Walsh, Alan F. Smeaton, Akihiro Inomata, Brian Caulfield
Does external walking environment affect gait patterns? EMBC (2014)
Barry R. Greene, Denise McGrath, Brian Caulfield
A comparison of cross-sectional and prospective algorithms for falls risk assessment. EMBC (2014)
Brian Caulfield, Indira Kaljo, Seamas Donnelly
Use of a consumer market activity monitoring and feedback device improves exercise capacity and activity levels in COPD. EMBC (2014)
Oonagh M. Giggins, Kevin T. Sweeney, Brian Caulfield
The use of inertial sensors for the classification of rehabilitation exercises. EMBC (2014)
Oonagh M. Giggins, Daniel Kelly, Brian Caulfield
Evaluating rehabilitation exercise performance using a single inertial measurement unit. PervasiveHealth (2013)
Daniel Kelly, Barry Smyth, Brian Caulfield
Uncovering Measurements of Social and Demographic Behavior From Smartphone Location Data. IEEE Trans. Hum. Mach. Syst. 43 (2) (2013)
Matthew R. Patterson, Brian Caulfield
Using a foot mounted accelerometer to detect changes in gait patterns. EMBC (2013)
Brian Caulfield, Ann Prendergast, Gary Rainsford, Conor Minogue
Self directed home based electrical muscle stimulation training improves exercise tolerance and strength in healthy elderly. EMBC (2013)
Michael J. O'Grady, Brian Caulfield, Gregory M. P. O'Hare
Advances in pervasive health. J. Ambient Intell. Humaniz. Comput. 4 (6) (2013)
Matthew R. Patterson, Brian Caulfield
Comparing adaptive algorithms to measure temporal gait parameters using lower body mounted inertial sensors. EMBC (2012)
Daniel Kelly, Brian Caulfield
An investigation into non-invasive physical activity recognition using smartphones. EMBC (2012)
Emer P. Doheny, Denise McGrath, Barry R. Greene, Lorcan Walsh, David J. McKeown, Clodagh Cunningham, Lisa Crosby, Rose-Anne Kenny, Brian Caulfield
Displacement of centre of mass during quiet standing assessed using accelerometry in older fallers and non-fallers. EMBC (2012)
Denise McGrath, Emer P. Doheny, Lorcan Walsh, David J. McKeown, Clodagh Cunningham, Lisa Crosby, Rose-Anne Kenny, Nicholas Stergiou, Brian Caulfield, Barry R. Greene
Taking balance measurement out of the laboratory and into the home: Discriminatory capability of novel centre of pressure measurement in fallers and non-fallers. EMBC (2012)
Alan F. Smeaton, James Lanagan, Brian Caulfield
Combining wearable sensors for location-free monitoring of gait in older people. J. Ambient Intell. Smart Environ. 4 (4) (2012)
Matthew R. Patterson, Denise McGrath, Brian Caulfield
Using a tri-axial accelerometer to detect technique breakdown due to fatigue in distance runners: A preliminary perspective. EMBC (2011)
Denise McGrath, Barry R. Greene, Emer P. Doheny, David J. McKeown, Giuseppe De Vito, Brian Caulfield
Reliability of quantitative TUG measures of mobility for use in falls risk assessment. EMBC (2011)
Barry R. Greene, Denise McGrath, Timothy G. Foran, Emer P. Doheny, Brian Caulfield
Body-worn sensor based surrogates of minimum ground clearance in elderly fallers and controls. EMBC (2011)
Brian Caulfield, Jason Blood, Barry Smyth, Daniel Kelly
Rehabilitation exercise feedback on Android platform. Wireless Health (2011)
Matthew R. Patterson, Brian Caulfield
A novel approach for assessing gait using foot mounted accelerometers. PervasiveHealth (2011)
Lorcan Walsh, Barry R. Greene, Denise McGrath, Adrian Burns, Brian Caulfield
Development and validation of a clinic based balance assessment technology. EMBC (2011)
James Lanagan, Alan F. Smeaton, Brian Caulfield
Utilizing Wearable and Environmental Sensors to Create a Smarter, Safer Home. ERCIM News 2011 (87) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Brian Caulfield