AIMC Topic: Computer Communication Networks
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Network latency and long-distance robotic telestenting: Exploring the potential impact of network delays on telestenting performance.
Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions
Aug 13, 2019
OBJECTIVE: This study evaluated the impact of network latency on telestenting performance.
A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard.
BMC medical informatics and decision making
May 10, 2019
BACKGROUND: Mobile health (MH) technologies including clinical decision support systems (CDSS) provide an efficient method for patient monitoring and treatment. A mobile CDSS is based on real-time sensor data and historical electronic health record (...
Deep Learning Network for Multiuser Detection in Satellite Mobile Communication System.
Computational intelligence and neuroscience
Mar 4, 2019
A multiuser detection (MUD) algorithm based on deep learning network is proposed for the satellite mobile communication system. Due to relative motion between the satellite and users, multiple access interference (MUI) introduced by multipath fading ...
Distributed learning from multiple EHR databases: Contextual embedding models for medical events.
Journal of biomedical informatics
Feb 27, 2019
Electronic health record (EHR) data provide promising opportunities to explore personalized treatment regimes and to make clinical predictions. Compared with regular clinical data, EHR data are known for their irregularity and complexity. In addition...
A compact network learning model for distribution regression.
Neural networks : the official journal of the International Neural Network Society
Dec 14, 2018
Despite the superior performance of deep learning in many applications, challenges remain in the area of regression on function spaces. In particular, neural networks are unable to encode function inputs compactly as each node encodes just a real val...
Resilience of and recovery strategies for weighted networks.
PloS one
Sep 11, 2018
The robustness and resilience of complex networks have been widely studied and discussed in both research and industry because today, the diversity of system components and the complexity of the connection between units are increasingly influencing t...
An Artificial Neural Network Framework for Gait-Based Biometrics.
IEEE journal of biomedical and health informatics
Aug 2, 2018
As the popularity of wearable and the implantable body sensor network (BSN) devices increases, there is a growing concern regarding the data security of such power-constrained miniaturized medical devices. With limited computational power, BSN device...
Generative adversarial network based telecom fraud detection at the receiving bank.
Neural networks : the official journal of the International Neural Network Society
Mar 5, 2018
Recently telecom fraud has become a serious problem especially in developing countries such as China. At present, it can be very difficult to coordinate different agencies to prevent fraud completely. In this paper we study how to detect large transf...
A New Remote Health-Care System Based on Moving Robot Intended for the Elderly at Home.
Journal of healthcare engineering
Feb 7, 2018
Nowadays, due to the growing need for remote care and the constantly increasing popularity of mobile devices, a large amount of mobile applications for remote care support has been developed. Although mobile phones are very suitable for young people,...
Providing Healthcare-as-a-Service Using Fuzzy Rule Based Big Data Analytics in Cloud Computing.
IEEE journal of biomedical and health informatics
Jan 30, 2018
With advancements in information and communication technology, there is a steep increase in the remote healthcare applications in which patients can get treatment from the remote places also. The data collected about the patients by remote healthcare...
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