AIMC Topic: Computer Communication Networks

Clear Filters Showing 91 to 100 of 106 articles

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
View on PubMed DOI

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...
Humans Information Dissemination Aged Machine Learning Middle Aged Adult Datasets as Topic COVID-19 Male Patient Acuity Computer Communication Networks Female Data Accuracy
View on PubMed DOI

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...
Computer Security Computer Communication Networks Blockchain Decision Support Systems, Clinical Genomics Logistic Models Area Under Curve Humans Decision Support Systems, Management Datasets as Topic Machine Learning Female Algorithms Male Delivery of Health Care Length of Stay Prognosis
View on PubMed DOI

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 Deep Learning Radiography, Thoracic Health Information Exchange Computer Communication Networks Diagnostic Imaging Datasets as Topic Pattern Recognition, Automated
View on PubMed DOI

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...
Algorithms Motion Neural Networks, Computer Photography Computer Communication Networks Optical Phenomena
View on PubMed DOI

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...
Blockchain Information Systems Algorithms Computer Communication Networks Models, Theoretical Decision Support Systems, Clinical Health Information Systems Confidentiality Humans Genomics Information Dissemination Machine Learning
View on PubMed DOI

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...
Humans Models, Statistical Robotics Scattering, Radiation Floors and Floorcoverings Absorption, Radiation Radiation Exposure Electromagnetic Radiation Computer Communication Networks Wireless Technology
View on PubMed DOI

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...
Pharmacovigilance Humans Models, Theoretical Computer Communication Networks Machine Learning Datasets as Topic Drug Interactions Adverse Drug Reaction Reporting Systems Algorithms Drug-Related Side Effects and Adverse Reactions
View on PubMed DOI

Convex skeletons of complex networks.

Journal of the Royal Society, Interface Aug 1, 2018
A convex network can be defined as a network such that every connected induced subgraph includes all the shortest paths between its nodes. A fully convex network would therefore be a collection of cliques stitched together in a tree. In this paper, w...
Neural Networks, Computer Models, Theoretical Computer Communication Networks
View on PubMed DOI

Distributed deep learning networks among institutions for medical imaging.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2018
OBJECTIVE: Deep learning has become a promising approach for automated support for clinical diagnosis. When medical data samples are limited, collaboration among multiple institutions is necessary to achieve high algorithm performance. However, shari...
Diagnostic Imaging Medical Record Linkage Computer Communication Networks Humans Neural Networks, Computer Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals