Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines
Journal Article
Mocanu, D. C., Bou Ammar, H., Puig, L., Eaton, E., & Liotta, A. (2017)
Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines. Pattern Recognition, 69, 325-335. https://doi.org/10.1016/j.patcog.2017.04.017
Estimation, recognition, and near-future prediction of 3D trajectories based on their two dimensional projections available from one camera source is an exceptionally difficul...
Wireless Body Area Network (WBAN): A Survey on Reliability, Fault Tolerance, and Technologies Coexistence
Journal Article
Salayma, M., Al-Dubai, A., Romdhani, I., & Nasser, Y. (2017)
Wireless Body Area Network (WBAN): A Survey on Reliability, Fault Tolerance, and Technologies Coexistence. ACM computing surveys, 50(1), 1-38. https://doi.org/10.1145/3041956
Wireless Body Area Network (WBAN) has been a key element in e-health to monitor bodies. This technology enables new applications under the umbrella of different domains, inclu...
Fundamental Issues in Mobile Healthcare Information Systems
Journal Article
Shahzad, B., Orgun, M. A., & Thuemmler, C. (2016)
Fundamental Issues in Mobile Healthcare Information Systems. Mobile Information Systems, 2016, 1-2. https://doi.org/10.1155/2016/6504641
Fundamental Issues in Mobile Healthcare Information Systems
U-Prove Based Security Framework for Mobile Device Authentication in eHealth Networks
Conference Proceeding
Zeb, K., Saleem, K., Al Muhtadi, J., & Thuemmler, C. (2016)
U-Prove Based Security Framework for Mobile Device Authentication in eHealth Networks. In 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom). , (562-567). https://doi.org/10.1109/HealthCom.2016.7749518
Cybersecurity in the health care domain is one of the most important and critical issues of this era. In fact, it was reported in 2014 that on the black market medical records...
Health 4.0: The Case of Multiple Sclerosis
Conference Proceeding
Grigoriadis, N., Bakirtzis, C., Politis, C., Danas, K., & Thuemmler, C. (2016)
Health 4.0: The Case of Multiple Sclerosis. In 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom). , (100-104). https://doi.org/10.1109/healthcom.2016.7749437
Multiple sclerosis is a chronic and variable disease in matters of symptoms, clinical course and outcome. The ultimate goal of currently used drugs and therapeutic strategies ...
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...
Spatial anomaly detection in sensor networks using neighborhood information
Journal Article
Bosman, H. H., Iacca, G., Tejada, A., Wörtche, H. J., & Liotta, A. (2017)
Spatial anomaly detection in sensor networks using neighborhood information. Information Fusion, 33, 41-56. https://doi.org/10.1016/j.inffus.2016.04.007
The field of wireless sensor networks (WSNs), embedded systems with sensing and networking capability, has now matured after a decade-long research effort and technological ad...
Impact of 5g telematics
Journal Article
Thuemmler, C., Jell, T., Nunna, S., & Jumelle, A. K. L. (2015)
Impact of 5g telematics. Asian Hospital & Healthcare Management,
New technologies such as wearable wireless medical devices are transforming the way healthcare is delivered. As these devices become more powerful and numerous, the daunting c...
5G-PPP White Paper on eHealth Vertical Sector
Report
Thuemmler, C., Jumelle, A. K. L., Paulin, A., Sadique, A., Schneider, A., Fedell, C., …Covaci, S. (2015)
5G-PPP White Paper on eHealth Vertical Sector. Brussels: EU Commission
Gaston Crommenlaan 1 PO box: 101 9050 Gent Belgium www.5g-ppp.eu 5G and e-Health 1 Socioeconomic drivers of e-Health in Horizon 2020 Although socioeconomically the sector addr...
A medical technologist perspective on pandemics
Journal Article
Thuemmler, C. (2015)
A medical technologist perspective on pandemics. Longevity bulletin, 20-21
A medical technologist perspective on pandemics.