AIMC Topic: Computer Communication Networks

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A lane-level LBS system for vehicle network with high-precision BDS/GPS positioning.

Computational intelligence and neuroscience Feb 8, 2015
In recent years, research on vehicle network location service has begun to focus on its intelligence and precision. The accuracy of space-time information has become a core factor for vehicle network systems in a mobile environment. However, difficul...
Delivery of Health Care Biomedical Technology Humans Automobile Driving Hospital Information Systems Artificial Intelligence Computer Communication Networks Monitoring, Ambulatory Algorithms
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Integrated semantics service platform for the Internet of Things: a case study of a smart office.

Sensors (Basel, Switzerland) Jan 19, 2015
The Internet of Things (IoT) allows machines and devices in the world to connect with each other and generate a huge amount of data, which has a great potential to provide useful knowledge across service domains. Combining the context of IoT with sem...
Computer Communication Networks Internet Systems Integration Artificial Intelligence User-Computer Interface
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Privacy-protecting, reliable response data discovery using COVID-19 patient observations.

Journal of the American Medical Informatics Association : JAMIA Jul 30, 2021
OBJECTIVE: To utilize, in an individual and institutional privacy-preserving manner, electronic health record (EHR) data from 202 hospitals by analyzing answers to COVID-19-related questions and posting these answers online.
Electronic Health Records Female Male Humans COVID-19 Algorithms Confidentiality Information Storage and Retrieval Computer Communication Networks Common Data Elements Logistic Models Natural Language Processing Registries
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Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset.

Journal of the American Medical Informatics Association : JAMIA Feb 15, 2021
OBJECTIVE: The lack of representative coronavirus disease 2019 (COVID-19) data is a bottleneck for reliable and generalizable machine learning. Data sharing is insufficient without data quality, in which source variability plays an important role. We...
Male Middle Aged Patient Acuity Datasets as Topic Computer Communication Networks Data Accuracy Information Dissemination Humans Machine Learning COVID-19 Female Aged Adult
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EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning.

Journal of the American Medical Informatics Association : JAMIA May 1, 2020
OBJECTIVE: Predicting patient outcomes using healthcare/genomics data is an increasingly popular/important area. However, some diseases are rare and require data from multiple institutions to construct generalizable models. To address institutional d...
Blockchain Datasets as Topic Computer Security Computer Communication Networks Male Length of Stay Decision Support Systems, Clinical Area Under Curve Decision Support Systems, Management Genomics Logistic Models Delivery of Health Care Prognosis Female Humans Machine Learning Algorithms
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Accounting for data variability in multi-institutional distributed deep learning for medical imaging.

Journal of the American Medical Informatics Association : JAMIA May 1, 2020
OBJECTIVES: Sharing patient data across institutions to train generalizable deep learning models is challenging due to regulatory and technical hurdles. Distributed learning, where model weights are shared instead of patient data, presents an attract...
Humans Diabetic Retinopathy Pattern Recognition, Automated Radiography, Thoracic Health Information Exchange Computer Communication Networks Deep Learning Diagnostic Imaging Datasets as Topic
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Performance evaluation of neural network assisted motion detection schemes implemented within indoor optical camera based communications.

Optics express Aug 19, 2019
This paper investigates the performance of the neural network (NN) assisted motion detection (MD) over an indoor optical camera communication (OCC) link. The proposed study is based on the performance evaluation of various NN training algorithms, whi...
Neural Networks, Computer Algorithms Computer Communication Networks Motion Optical Phenomena Photography
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Fair compute loads enabled by blockchain: sharing models by alternating client and server roles.

Journal of the American Medical Informatics Association : JAMIA May 1, 2019
OBJECTIVE: Decentralized privacy-preserving predictive modeling enables multiple institutions to learn a more generalizable model on healthcare or genomic data by sharing the partially trained models instead of patient-level data, while avoiding risk...
Information Systems Humans Computer Communication Networks Machine Learning Models, Theoretical Algorithms Health Information Systems Blockchain Confidentiality Decision Support Systems, Clinical Genomics Information Dissemination
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STATISTICAL APPROACH FOR HUMAN ELECTROMAGNETIC EXPOSURE ASSESSMENT IN FUTURE WIRELESS ATTO-CELL NETWORKS.

Radiation protection dosimetry May 1, 2019
In this article, we study human electromagnetic exposure to the radiation of an ultra dense network of nodes integrated in a floor denoted as ATTO-cell floor, or ATTO-floor. ATTO-cells are a prospective 5 G wireless networking technology, in which hu...
Models, Statistical Robotics Humans Electromagnetic Radiation Scattering, Radiation Computer Communication Networks Floors and Floorcoverings Wireless Technology Radiation Exposure Absorption, Radiation
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A chronological pharmacovigilance network analytics approach for predicting adverse drug events.

Journal of the American Medical Informatics Association : JAMIA Oct 1, 2018
OBJECTIVES: This study extends prior research by combining a chronological pharmacovigilance network approach with machine-learning (ML) techniques to predict adverse drug events (ADEs) based on the drugs' similarities in terms of the proteins they t...
Algorithms Models, Theoretical Drug Interactions Humans Adverse Drug Reaction Reporting Systems Drug-Related Side Effects and Adverse Reactions Machine Learning Computer Communication Networks Pharmacovigilance Datasets as Topic
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