Open-source Data Analysis and Machine Learning for Asthma Hospitalisation Rates
Conference Proceeding
Rooney, L., Chute, C., Buchanan, W. J., Smales, A., & Hepburn, L. (2018)
Open-source Data Analysis and Machine Learning for Asthma Hospitalisation Rates. In Proceedings of ThinkMind - GLOBAL HEALTH 2018, The Seventh International Conference on Global Health Challenges
Long-term conditions in Scotland account for 80% of all GP consultations; they also account for 60% of all deaths in Scotland. Asthma and Chronic Obstructive Pulmonary Disease...
Towards simulation of patient data for evaluation of E-health platform and services.
Presentation / Conference
Lo, O., Fan, L., Buchanan, W. J., Thuemmler, C., & Lawson, A. (2012, June)
Towards simulation of patient data for evaluation of E-health platform and services. Paper presented at 13th Annual Post Graduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting, Liverpool
This paper presents the design and implementation of the Patient Simulator, a software application used for the simulation of patient data. The simulator aims to evaluate e- H...
Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks
Journal Article
Torres Vega, M., Koonen, A. M. J., Liotta, A., & Famaey, J. (2018)
Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks. IEEE Wireless Communications Letters, 7(2), 278-281. https://doi.org/10.1109/lwc.2017.2771771
In light of the extreme radio congestion, the time has come to consider the upper parts of the electromagnetic spectrum. Optical beam-steered wireless communications offer gre...
Decentralized dynamic understanding of hidden relations in complex networks
Journal Article
Mocanu, D. C., Exarchakos, G., & Liotta, A. (2018)
Decentralized dynamic understanding of hidden relations in complex networks. Scientific Reports, 8(1), https://doi.org/10.1038/s41598-018-19356-4
Almost all the natural or human made systems can be understood and controlled using complex networks. This is a difficult problem due to the very large number of elements in s...
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks
Journal Article
Savaglio, C., Pace, P., Aloi, G., Liotta, A., & Fortino, G. (2019)
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks. IEEE Access, 7, 29355-29364. https://doi.org/10.1109/access.2019.2902371
High-density communications in wireless sensor networks (WSNs) demand for new approaches to meet stringent energy and spectrum requirements. We turn to reinforcement learning,...
Case Study: moving towards an e-health platform to store NHS patient Information in the cloud.
Presentation / Conference
Buchanan, W. J., Fan, L., Ekonomou, E., Lo, O., & Thuemmler, C. (2012, February)
Case Study: moving towards an e-health platform to store NHS patient Information in the cloud. Paper presented at Cloud Computing in the Public Sector: The Way Forward, London
Case Study: Moving Towards an e-health Platform to Store NHS Patient Information in the Cloud The NHS pilot scheme to store patient information in the Cloud How can the health...
A topological insight into restricted Boltzmann machines
Journal Article
Mocanu, D. C., Mocanu, E., Nguyen, P. H., Gibescu, M., & Liotta, A. (2016)
A topological insight into restricted Boltzmann machines. Machine Learning, 104(2-3), 243-270. https://doi.org/10.1007/s10994-016-5570-z
Restricted Boltzmann Machines (RBMs) and models derived from them have been successfully used as basic building blocks in deep artificial neural networks for automatic feature...
Norms and standards in modular medical architectures.
Conference Proceeding
Fricker, S., Fiedler, M., Grottland, A., Jell, T., Magedanz, T., Thuemmler, C., …Paulin, A. (2014)
Norms and standards in modular medical architectures. In 2013 IEEE 15th International Conference on e-Health Networking, Applications and Services (Healthcom) (IEEE Healthcom 2013), (382-387). https://doi.org/10.1109/HealthCom.2013.6720705
Recent Internet of Things (IoT) research has been aiming at interoperability of devices and the integration of sensor networks. The Future Internet - Private Public Partnershi...
Determinants of Next Generation e-Health Network and Architecture Specifications
Conference Proceeding
Thuemmler, C., Paulin, A., & Lim, A. K. (2016)
Determinants of Next Generation e-Health Network and Architecture Specifications. In 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), (233-238). https://doi.org/10.1109/HealthCom.2016.7749460
This paper summarizes the determinants for future e-Health network and IT infrastructures in the health care environment. The paper bases on observations conducted as part of ...
Conducting Performance Evaluation of an e-Health Platform
Book
Lo, O., Fan, L., Buchanan, W. J., & Thuemmler, C. (2012)
Conducting Performance Evaluation of an e-Health Platform. In T. Issa, P. Isaías, & P. Kommers (Eds.), Advances in Business Information Systems and Analytics; Information Systems and Technology for Organizations in a Networked Society, 295-315. IGI Global Publishing. doi:10.4018/978-1-4666-4062-7.ch016
For increased awareness and adoption of e-Health implementations, results from evaluation must be catered towards three primary perspectives: organizational, end-user and tech...