AIMC Topic: Privacy

Clear Filters Showing 131 to 140 of 275 articles

Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis.

IEEE journal of biomedical and health informatics Jul 1, 2022
With the rapid development of machine learning in the medical cloud system, cloud-assisted medical computing provides a concrete platform for remote rapid medical diagnosis services. Support vector machine (SVM), as one of the important algorithms of...
Algorithms Support Vector Machine Humans Computer Security Cloud Computing Privacy Confidentiality
View on PubMed DOI

Research on Online Social Network Information Leakage-Tracking Algorithm Based on Deep Learning.

Computational intelligence and neuroscience Jun 28, 2022
The rapid iteration of information technology makes the development of online social networks increasingly rapid, and its corresponding network scale is also increasingly large and complex. The corresponding algorithms to deal with social networks an...
Algorithms Neural Networks, Computer Social Networking Deep Learning Privacy
View on PubMed DOI

Privacy-preserving for assembly deviation prediction in a machine learning model of hydraulic equipment under value chain collaboration.

Scientific reports Jun 24, 2022
Hydraulic equipment, as a typical mechanical product, has been wildly used in various fields. Accurate acquisition and secure transmission of assembly deviation data are the most critical issues for hydraulic equipment manufacturer in the PLM-oriente...
Privacy Machine Learning
View on PubMed DOI

Generalized genomic data sharing for differentially private federated learning.

Journal of biomedical informatics Jun 9, 2022
The success behind Machine Learning (ML) methods has largely been attributed to the quality and quantity of the available data which can spread across multiple owners. A Federated Learning (FL) from distributed datasets often provides a reliable solu...
Machine Learning Privacy Information Dissemination Genomics Algorithms
View on PubMed DOI

Deep Learning-Based Privacy-Preserving Data Transmission Scheme for Clustered IIoT Environment.

Computational intelligence and neuroscience Jun 8, 2022
The Industrial Internet of Things (IIoT) has received significant attention from several leading industries like agriculture, mining, transport, energy, and healthcare. IIoT acts as a vital part of Industry 4.0 that mainly employs machine learning (M...
Internet of Things Information Storage and Retrieval Deep Learning Privacy Computer Security
View on PubMed DOI

Personalized On-Device E-Health Analytics With Decentralized Block Coordinate Descent.

IEEE journal of biomedical and health informatics Jun 3, 2022
Actuated by the growing attention to personal healthcare and the pandemic, the popularity of E-health is proliferating. Nowadays, enhancement on medical diagnosis via machine learning models has been highly effective in many aspects of e-health analy...
Computer Simulation Neural Networks, Computer Machine Learning Telemedicine Humans Privacy
View on PubMed DOI

A novel decentralized federated learning approach to train on globally distributed, poor quality, and protected private medical data.

Scientific reports May 25, 2022
Training on multiple diverse data sources is critical to ensure unbiased and generalizable AI. In healthcare, data privacy laws prohibit data from being moved outside the country of origin, preventing global medical datasets being centralized for AI ...
Learning Machine Learning Delivery of Health Care Privacy Data Collection
View on PubMed DOI

Leveraging clinical data across healthcare institutions for continual learning of predictive risk models.

Scientific reports May 19, 2022
The inherent flexibility of machine learning-based clinical predictive models to learn from episodes of patient care at a new institution (site-specific training) comes at the cost of performance degradation when applied to external patient cohorts. ...
Delivery of Health Care Privacy Sepsis Machine Learning Humans Algorithms
View on PubMed DOI

Preserving the Privacy of Healthcare Data over Social Networks Using Machine Learning.

Computational intelligence and neuroscience May 5, 2022
A key challenge in clinical recommendation systems is the problem of aberrant patient profiles in social networks. As a result of a person's abnormal profile, numerous vests might be used to make fake remarks about them, cyber bullying, or cyber-atta...
Privacy Social Networking Delivery of Health Care Machine Learning Humans Algorithms
View on PubMed DOI

Federated Learning in Medical Imaging: Part I: Toward Multicentral Health Care Ecosystems.

Journal of the American College of Radiology : JACR Apr 26, 2022
With recent developments in medical imaging facilities, extensive medical imaging data are produced every day. This increasing amount of data provides an opportunity for researchers to develop data-driven methods and deliver better health care. Howev...
Machine Learning Delivery of Health Care Algorithms Privacy Ecosystem
View on PubMed DOI
Popular Topics
Recent Journals