Dedicated Exposure Control for Remote Photoplethysmography. - Jordan Laurie; Niall Higgins; Thierry Peynot; Jonathan Roberts 001 (IEEE Access, 2020)

An evaluation of a video magnification-based system for respiratory rate monitoring in an acute mental health setting. - Jordan Laurie; Niall Higgins; Thierry Peynot; Lisa Fawcett; Jonathan Roberts 001 (Int. J. Medical Informatics, 2021)

Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities. - Xiaohui Tao 001; Thanveer Basha Shaik; Niall Higgins; Raj Gururajan; Xujuan Zhou (Sensors, 2021)

AI enabled RPM for mental health facility. - Thanveer Shaik; Xiaohui Tao 001; Niall Higgins; Haoran Xie 001; Raj Gururajan; Xujuan Zhou (MWSSH@MobiCom, 2022)

FedStack: Personalized activity monitoring using stacked federated learning. - Thanveer Shaik; Xiaohui Tao 001; Niall Higgins; Raj Gururajan; Yuefeng Li; Xujuan Zhou; U. Rajendra Acharya (Knowl. Based Syst., 2022)

QXAI: Explainable AI Framework for Quantitative Analysis in Patient Monitoring Systems. - Thanveer Shaik; Xiaohui Tao 001; Haoran Xie 001; Lin Li 001; Juan D. Velásquez 001; Niall Higgins (CoRR, 2023)

Remote patient monitoring using artificial intelligence: Current state, applications, and challenges. - Thanveer Shaik; Xiaohui Tao 001; Niall Higgins; Lin Li 001; Raj Gururajan; Xujuan Zhou; U. Rajendra Acharya (WIREs Data. Mining. Knowl. Discov., 2023)

Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review. - Elias Hossain; Rajib Rana; Niall Higgins; Jeffrey Soar; Prabal Datta Barua; Anthony R. Pisani; Kathryn Turner (Comput. Biol. Medicine, 2023)

A Combined Sentiment Analysis of Twitter for Identifying Users with Depression. - Abinaya Gopalakrishnan; Xujuan Zhou; Revathi Venkataraman; Raj Gururajan; Ka Ching Chan; Guohun Zhu; Niall Higgins (BESC, 2024)

Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning. - Rajib Rana; Niall Higgins; Kazi Nazmul Haque; John Reilly; Kylie Burke; Kathryn Turner; Terry Stedman (CoRR, 2024)

A survey of autonomous monitoring systems in mental health. - Abinaya Gopalakrishnan; Raj Gururajan; Xujuan Zhou; Revathi Venkataraman; Ka Ching Chan; Niall Higgins (WIREs Data. Mining. Knowl. Discov., 2024)

Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion. - Thanveer Shaik; Xiaohui Tao 001; Lin Li 001; Niall Higgins; Raj Gururajan; Xujuan Zhou; Jianming Yong (Pattern Recognit. Lett., 2024)

Towards Transparent Deep Learning in Medicine: Feature Contribution and Attention Mechanism-Based Explainability. - Thanveer Shaik; Xiaohui Tao 001; Haoran Xie 001; Lin Li 001; Niall Higgins; Juan D. Velásquez 001 (Hum. Centric Intell. Syst., 2025)