Parallel radiofrequency transmission at 3 tesla to improve safety in bilateral implanted wires in a heterogeneous model
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DOI: 10.1002/mrm.26622
Abstract: Elongated implanted conductors can interact with the radiofrequency (RF) transmission field during MRI, posing safety concerns of excessive heating in patients with deep brain stimulators. A technique using parallel RF transmission (pTx) is evaluated on… read more here.
Keywords: transmission; radiofrequency transmission; safety; heterogeneous model ... See more keywords
On extensive dynamics of a Cournot heterogeneous model with optimal response.
Sign Up to like & getrecommendations! Published in 2022 at "Chaos"
DOI: 10.1063/5.0082439
Abstract: The objective of this paper is the study of the dynamical properties analysis of an original specification of the classical Cournot heterogeneous model with optimal response; specifically, a new approach that considers ordinal utility instead… read more here.
Keywords: heterogeneous model; cournot heterogeneous; optimal response; model optimal ... See more keywords
Heterogeneous Model Fusion Federated Learning Mechanism Based on Model Mapping
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3110908
Abstract: The computing power of various Internet of Things (IoT) devices is quite different. To enable IoT devices with lower computing power to perform machine learning, all nodes can only train smaller models, which results in… read more here.
Keywords: model fusion; heterogeneous model; fusion federated; federated learning ... See more keywords
Towards Class-Balanced Privacy Preserving Heterogeneous Model Aggregation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2022.3183170
Abstract: Heterogeneous model aggregation (HMA) is an effective paradigm that integrates on-device trained models heterogeneous in architecture and target task into a comprehensive model. Recent works adopt knowledge distillation to amalgamate the knowledge of learned features… read more here.
Keywords: model aggregation; heterogeneous model; class; privacy ... See more keywords
Homogeneous material models can overestimate stresses in high tibial osteotomy: A finite element analysis
Sign Up to like & getrecommendations! Published in 2023 at "Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine"
DOI: 10.1177/09544119221144811
Abstract: Although widely used numerical models can assess the stability of lateral hinges in high tibial osteotomy (HTO) and may provide acceptable results in comparative studies, accurate stress prediction may not be possible due to simplified… read more here.
Keywords: heterogeneous model; high tibial; homogeneous models; tibial osteotomy ... See more keywords
3D Heterogeneous Model for Electrodes in Lithium-Ion Batteries and Its Application to a Modified Continuum Model
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DOI: 10.3390/batteries9060298
Abstract: The microstructures of porous electrodes in lithium-ion cells strongly affect their electrochemical performance. Experimental tomography techniques to investigate the microstructure during electrode development is costly and time consuming. To address this issue, a numerical method… read more here.
Keywords: modified continuum; heterogeneous model; continuum model; lithium ion ... See more keywords