A systematic review on clinical applications and technical architecture

FL is a distributed machine learning framework introduced by Google in 2016 that allows for multi-party collaboration while preserving data ...

Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture.

Federated machine learning in healthcare: A systematic review on ...

Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture. Cell Rep Med. 2024 Feb 20;5(2):101419.

A systematic review on clinical applications and technical architecture

Zhen Ling Teo, Liyuan Jin, Nan Liu, Siqi Li, Di Miao, Xiaoman Zhang, Wei Yan Ng, Ting Fang Tan, Deborah Meixuan Lee,. Kai Jie Chua, John Heng, Yong Liu, ...

Federated machine learning in healthcare: A systematic review on ...

Semantic Scholar extracted view of "Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture" by ...

Federated machine learning in healthcare: a systematic review on ...

Title: Federated machine learning in healthcare: a systematic review on clinical applications and technical architecture. Authors: Teo, Zhen Ling

Federated machine learning in healthcare: A systematic review on ...

Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture ... Authors: Zhen Ling Teo; Liyuan Jin; Nan Liu ...

The concept, technical architecture, applications and impacts of ...

Through a systematic literature review, the results show that three main research perspectives were summarised and a unified Satellite Internet ...

Federated Learning for Healthcare: Systematic Review and ...

... Healthcare: Systematic Review and Architecture ... 2022. TLDR. This survey paper highlights the current and future of FL technology in medical applications ...

A Systematic Review of Architecture Stimulating Attention through ...

... A Systematic Review of Research and Applications. Buildings 2022, 12, 1529 ... A systematic review and meta-analysis of clinical studies on major ...

Federated Learning for Healthcare: Systematic Review and ...

... technical challenges. Furthermore, none of the studies ... The resulting architecture enables the use of SVM in FL environments for medical data analysis.

Technical architecture - BMJ Clinical Intelligence

SMART on FHIR: An HL7 standard that specifies how 3rd party apps for clinicians and patients can be launched from existing electronic healthcare record systems ...

A systematic review of technologies and standards used in the ...

A Clinical Decision Support System (CDSS) is a technology platform that uses medical knowledge with clinical data to provide customised ...

Service Oriented Architecture for Clinical Decision Support

The study proposes or reports on a new technology for developing service-oriented CDS systems. • The study proposes or reports on a process, method, technique, ...

Frameworks, Methodologies and Specification Tools for the ...

Frameworks, Methodologies and Specification Tools for the Enterprise Architecture Application in Healthcare Systems: A Systematic Literature Review. Abstract ...

Clinical Applications, Methodology, and Scientific Reporting of ...

... A Systematic Review. Vennela Avula, Katherine C ... Methodologic reporting varied; while 33/44 (75%) publications included model architecture ... Dive into the ...

A Systematic Review of Diagnostic Accuracy and Clinical ... - MDPI

Additionally, potential use cases of telemonitoring in the aging population were discussed. Sensing technology and biomedical markers are ...

Clinical Architecture Healthcare Data Quality and Interoperability

Our solutions significantly reduce the effort needed to achieve and maintain optimal healthcare data quality and interoperability.

A systematic review of natural language processing applied to ...

We extracted data on: primary clinical application and technical objective, data source(s), study period, radiology report language, anatomical ...

An overview of clinical decision support systems: benefits, risks, and ...

Nurses' use of computerised clinical decision support systems: A case site analysis. ... technology in medication management: a systematic review ...