3D multi‐resolution deep learning model for diagnosis of multiple pathological types on pulmonary nodules
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22642
Abstract: To accurately diagnose multiple pathological types of pulmonary nodules based on lung computed tomography (CT) images, a multi‐resolution three‐dimensional (3D) multi‐classification deep learning model (Mr‐Mc) was proposed. The Mr‐Mc model was constructed by using our… read more here.
Keywords: pulmonary nodules; multiple pathological; pathological types; model ... See more keywords
3D multi‐resolution attention capsule network for diagnosing multi‐pathological types of pulmonary nodules
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22726
Abstract: To achieve effective diagnosis of multi‐pathological types on pulmonary nodules, a three‐dimensional (3D) multi‐resolution attention (MRA) capsule network (3D MRA‐CapsNet‐DL) was proposed by using a self‐constructed lung CT image dataset. In the construction of 3D… read more here.
Keywords: multi pathological; pathological types; types pulmonary; multi resolution ... See more keywords
Kinetic analysis of multi‐resolution hyperpolarized 13C human brain MRI to study cerebral metabolism
Sign Up to like & getrecommendations! Published in 2022 at "Magnetic Resonance in Medicine"
DOI: 10.1002/mrm.29354
Abstract: To investigate multi‐resolution hyperpolarized (HP) 13C pyruvate MRI for measuring kinetic conversion rates in the human brain. read more here.
Keywords: hyperpolarized 13c; human brain; mri; resolution hyperpolarized ... See more keywords
A Review of Multi-resolution Analysis (MRA) and Multi-geometric Analysis (MGA) Tools Used in the Fusion of Remote Sensing Images
Sign Up to like & getrecommendations! Published in 2020 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-019-01316-6
Abstract: The availability of multi-sensor and multi-resolution images obtained through earth observation satellites has given rise to a greater need for fusion technology. Fusion can provide comprehensive information about a particular scene or area by bringing… read more here.
Keywords: multi; analysis; multi resolution; fusion ... See more keywords
Multi-resolution methods for the topology optimization of nonlinear electro-active polymers at large strains
Sign Up to like & getrecommendations! Published in 2021 at "Computational Mechanics"
DOI: 10.1007/s00466-021-02030-4
Abstract: This work presents a numerical study on the use of multi-resolution strategies for the computationally challenging problem of optimal design of high-resolution nonlinear electro-active shell-type devices using Topology Optimization methods. This paper puts forward the… read more here.
Keywords: resolution; electro active; nonlinear electro; topology optimization ... See more keywords
A dyadic multi-resolution deep convolutional neural wavelet network for image classification
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-4523-2
Abstract: For almost the past four decades, image classification has gained a lot of attention in the field of pattern recognition due to its application in various fields. Given its importance, several approaches have been proposed… read more here.
Keywords: classification; network; multi resolution; wavelet ... See more keywords
Scene Classification Using Multi-Resolution WAHOLB Features and Neural Network Classifier
Sign Up to like & getrecommendations! Published in 2017 at "Neural Processing Letters"
DOI: 10.1007/s11063-017-9614-6
Abstract: This article approaches scene classification problem by proposing an enhanced bag of features (BoF) model and a modified radial basis function neural network (RBFNN) classifier. The proposed BoF model integrates the image features extracted by… read more here.
Keywords: scene classification; classification; classifier; multi resolution ... See more keywords
Application of Multi-Resolution Graph-based Clustering for electrofacies prediction: a case study from the Horn River Shale, British Columbia, Canada
Sign Up to like & getrecommendations! Published in 2020 at "Geosciences Journal"
DOI: 10.1007/s12303-019-0046-3
Abstract: The Horn River Basin is a major shale gas play in British Columbia, Canada. An important component for identifying productive zones is to determine lithofacies. Quantitative core-based lithofacies classifications distinguish reservoirs and non-reservoir quality zones.… read more here.
Keywords: river shale; british columbia; multi resolution; columbia canada ... See more keywords
High-order Runge-Kutta discontinuous Galerkin methods with multi-resolution WENO limiters for solving steady-state problems
Sign Up to like & getrecommendations! Published in 2021 at "Applied Numerical Mathematics"
DOI: 10.1016/j.apnum.2021.03.011
Abstract: Abstract Since the classical WENO schemes [27] might suffer from slight post-shock oscillations (which are responsible for the numerical residual to hang at a truncation error level) and the new high-order multi-resolution WENO schemes [59]… read more here.
Keywords: order; multi resolution; resolution weno; steady state ... See more keywords
A consistent multi-resolution smoothed particle hydrodynamics method
Sign Up to like & getrecommendations! Published in 2017 at "Computer Methods in Applied Mechanics and Engineering"
DOI: 10.1016/j.cma.2017.06.010
Abstract: Abstract We seek to accelerate and increase the size of simulations for fluid–structure interactions (FSI) by using multiple resolutions in the spatial discretization of the equations governing the time evolution of systems displaying two-way fluid–solid… read more here.
Keywords: method; hydrodynamics; multi resolution; particle ... See more keywords
The overlapping particle technique for multi-resolution simulation of particle methods
Sign Up to like & getrecommendations! Published in 2017 at "Computer Methods in Applied Mechanics and Engineering"
DOI: 10.1016/j.cma.2017.06.030
Abstract: Abstract A multi-resolution technique for particle methods, the overlapping particle technique (OPT), is explained in detail. The OPT expresses a whole simulation domain with partially overlapping sub-domains with their own spatial resolutions and particle shape.… read more here.
Keywords: technique; opt; particle methods; multi resolution ... See more keywords