Automatic classification of knee rehabilitation exercises using a single inertial sensor: A case study. - Antonio Bevilacqua; Bing Quan Huang; Rob Argent; Brian Caulfield 001; M. Tahar Kechadi (BSN, 2018)

Rehabilitation Exercise Segmentation for Autonomous Biofeedback Systems with ConvFSM. - Antonio Bevilacqua; Louise Brennan; Rob Argent; Brian Caulfield 001; M. Tahar Kechadi (EMBC, 2019)

Wearable Sensor-Based Exercise Biofeedback for Orthopaedic Rehabilitation: A Mixed Methods User Evaluation of a Prototype System. - Rob Argent; Patrick Slevin; Antonio Bevilacqua; Maurice Neligan; Ailish Daly; Brian Caulfield 001 (Sensors, 2019)

Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting. - Antonio Bevilacqua; Giovanni Ciampi; Rob Argent; Brian Caulfield 001; M. Tahar Kechadi (AAAI, 2020)

The Importance of Real-World Validation of Machine Learning Systems in Wearable Exercise Biofeedback Platforms: A Case Study. - Rob Argent; Antonio Bevilacqua; Alison Keogh; Ailish Daly; Brian Caulfield 001 (Sensors, 2021)

Test-retest reliability of wireless inertial-sensor derived measurements of knee joint kinematics. - Kate O'Keeffe; Rob Argent; Alan Bourke; Shaban Shabani; Jens Praestgaard; Amir Muaremi; Cathy Goulding; Martin Brom; Celeste Scotti; Lorcan Walsh; Brian Caulfield 001 (EMBC, 2022)

An Automatic Foot and Shank IMU Synchronization Algorithm: Proof-of-concept. - Shaban Shabani; Alan K. Bourke; Amir Muaremi; Jens Praestgaard; Kate O'Keeffe; Rob Argent; Martin Brom; Celeste Scotti; Brian Caulfield 001; Lorcan Walsh (EMBC, 2022)

Breaking down the Digital Fortress: The Unseen Challenges in Healthcare Technology - Lessons Learned from 10 Years of Research. - Alison Keogh; Rob Argent; Cailbhe Doherty; Ciara Duignan; Orna Fennelly; Ciaran Purcell; William Johnston; Brian Caulfield 001 (Sensors, 2024)

Model and Empirical Study on Multi-tasking Learning for Human Fall Detection. - Duc-Anh Nguyen; Cuong Pham 001; Rob Argent; Brian Caulfield 001; Nhien-An Le-Khac (Vietnam. J. Comput. Sci., 2024)