Predicting disability levels of community dwelling older individuals using single wrist mounted accelerometer. - Sathish K. SankarPandi; Satnam Singh Dlay; Wai Lok Woo; Michael Catt (BHI, 2014)

Toward a low-cost gait analysis system for clinical and free-living assessment. - Cassim Ladha; Silvia Del Din; Kianoush Nazarpour; Aodhán Hickey; Rosie Morris; Michael Catt; Lynn Rochester; Alan Godfrey (EMBC, 2016)

Accelerometer-based gait assessment: Pragmatic deployment on an international scale. - Silvia Del Din; Aodhán Hickey; Simon Woodman; Hugo Hiden; Rosie Morris; Paul Watson 001; Kianoush Nazarpour; Michael Catt; Lynn Rochester; Alan Godfrey (SSP, 2016)

Hacking Women's Health. - Madeline Balaam; Lone Koefoed Hansen; Catherine D'Ignazio; Emma Simpson; Teresa Almeida; Stacey Kuznetsov; Mike Catt; Marie Louise Juul Søndergaard (CHI Extended Abstracts, 2017)

Electrochemical Detection of Plasma Immunoglobulin as a Biomarker for Alzheimer's Disease. - Goulielmos-Zois Garyfallou; Orlando Ketebu; Samet Sahin; Elizabeta B. Mukaetova-Ladinska; Michael Catt; Eileen Hao Yu (Sensors, 2017)

Feature specific analysis of a deep convolutional neural network for ageing classification. - Shaun Barney; Scott Stainton; Michael Catt; Satnam Singh Dlay (CSNDSP, 2018)

On the application of quantization for mobile optimized convolutional neural networks as a predictor of realtime ageing biomarkers. - Scott Stainton; Shaun Barney; Michael Catt; Satnam Singh Dlay (CSNDSP, 2018)

NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter. - Thanh Vu; Dat Quoc Nguyen; Xuan-Son Vu; Dai Quoc Nguyen; Michael Catt; Michael Trenell (SemEval@NAACL-HLT, 2018)

Towards a Portable Model to Discriminate Activity Clusters from Accelerometer Data. - Petra J. Jones; Evgeny M. Mirkes; Tom Yates; Charlotte L. Edwardson; Mike Catt; Melanie J. Davies; Kamlesh Khunti; Alex V. Rowlands (Sensors, 2019)

FilterK: A new outlier detection method for k-means clustering of physical activity. - Petra J. Jones; Matthew K. James; Melanie J. Davies; Kamlesh Khunti; Mike Catt; Tom Yates; Alex V. Rowlands (J. Biomed. Informatics, 2020)

Uneven and Irregular Surface Condition Prediction from Human Walking Data using both Centralized and Decentralized Machine Learning Approaches. - Jamie McQuire; Paul Watson 001; Nick Wright; Hugo Hiden; Michael Catt (BIBM, 2021)

Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing. - Bing Zhai; Yu Guan; Michael Catt; Thomas Plötz (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Curating a longitudinal research resource using linked primary care EHR data - a UK Biobank case study. - Philip Darke; Sophie A. Cassidy; Michael Catt; Roy Taylor; Paolo Missier; Jaume Bacardit (J. Am. Medical Informatics Assoc., 2022)

A Data Efficient Vision Transformer for Robust Human Activity Recognition from the Spectrograms of Wearable Sensor Data. - Jamie McQuire; Paul Watson 001; Nick Wright; Hugo Hiden; Michael Catt (SSP, 2023)

Data Efficient Transformers for Wearable Sensor Analysis in Centralized and Federated Environments. - Jamie McQuire; Paul Watson 001; Nick Wright; Hugo Hiden; Michael Catt (IEEE Big Data, 2024)