Niall Higgins

According to our database, Niall Higgins authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion.

Thanveer Shaik, Xiaohui Tao, Lin Li, Niall Higgins, Raj Gururajan, Xujuan Zhou, Jianming Yong

Pattern Recognit. Lett., January, 2024

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, March, 2023

Remote patient monitoring using artificial intelligence: Current state, applications, and challenges.

Thanveer Shaik, Xiaohui Tao, Niall Higgins, Lin Li, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya

WIREs Data. Mining. Knowl. Discov., 2023

QXAI: Explainable AI Framework for Quantitative Analysis in Patient Monitoring Systems.

Thanveer Shaik, Xiaohui Tao, Haoran Xie, Lin Li, Juan D. Velásquez, Niall Higgins

CoRR, 2023

2022

FedStack: Personalized activity monitoring using stacked federated learning.

Thanveer Shaik, Xiaohui Tao, Niall Higgins, Raj Gururajan, Yuefeng Li, Xujuan Zhou, U. Rajendra Acharya

Knowl. Based Syst., 2022

AI enabled RPM for mental health facility.

Thanveer Shaik, Xiaohui Tao, Niall Higgins, Haoran Xie, Raj Gururajan, Xujuan Zhou

Proceedings of the MWSSH@MobiCom 2022: Proceedings of the 1st ACM Workshop on Mobile and Wireless Sensing for Smart Healthcare, 2022

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, Thanveer Basha Shaik, Niall Higgins, Raj Gururajan, Xujuan Zhou

Sensors, 2021

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

Int. J. Medical Informatics, 2021

2020

Dedicated Exposure Control for Remote Photoplethysmography.

Jordan Laurie, Niall Higgins, Thierry Peynot, Jonathan Roberts

IEEE Access, 2020