Use of a Novel Network-Based Linchpin Score to Characterize Accessibility to the Oncology Physician Workforce in the United States
Sign Up to like & getrecommendations! Published in 2022 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2022.45995
Abstract: This cross-sectional applies the linchpin score, a measure of patient-sharing network vulnerability, to oncologists in the US from 2016 to 2018 to assess variation in network vulnerability across hospital referral regions. read more here.
Keywords: oncology; network; use novel; network based ... See more keywords
Statistical inference in brain graphs using threshold‐free network‐based statistics
Sign Up to like & getrecommendations! Published in 2018 at "Human Brain Mapping"
DOI: 10.1002/hbm.24007
Abstract: The description of brain networks as graphs where nodes represent different brain regions and edges represent a measure of connectivity between a pair of nodes is an increasingly used approach in neuroimaging research. The development… read more here.
Keywords: network based; threshold free; brain graphs; brain ... See more keywords
Network‐based Approaches in Pharmacology
Sign Up to like & getrecommendations! Published in 2017 at "Molecular Informatics"
DOI: 10.1002/minf.201700048
Abstract: In drug discovery, network‐based approaches are expected to spotlight our understanding of drug action across multiple layers of information. On one hand, network pharmacology considers the drug response in the context of a cellular or… read more here.
Keywords: network based; network; drug; based approaches ... See more keywords
Deep neural network based CEST and AREX processing: Application in imaging a model of Alzheimer's disease at 3 T.
Sign Up to like & getrecommendations! Published in 2021 at "Magnetic resonance in medicine"
DOI: 10.1002/mrm.29044
Abstract: PURPOSE To optimize and apply deep neural network based CEST (deepCEST) and apparent exchange dependent-relaxation (deepAREX) for imaging the mouse brain with Alzheimer's disease (AD) at 3T MRI. METHODS CEST and T1 data of central… read more here.
Keywords: based cest; arex; network based; deep neural ... See more keywords
Neural‐network‐based adaptive finite‐time output constraint control for rigid spacecrafts
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.5766
Abstract: This article proposes a neural‐network‐based adaptive finite‐time output constraint control scheme for attitude stabilization of rigid spacecrafts. First, a novel singularity‐free terminal sliding mode variable is constructed and an auxiliary function is developed in the… read more here.
Keywords: time; finite time; based adaptive; network based ... See more keywords
Network-Based Approaches for Multi-omics Integration.
Sign Up to like & getrecommendations! Published in 2020 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-0239-3_23
Abstract: Network-based approach is rapidly emerging as a promising strategy to integrate and interpret different -omics datasets, including metabolomics. The first section of this chapter introduces the current progresses and main concepts in multi-omics integration. The… read more here.
Keywords: network based; network; multi omics; omics integration ... See more keywords
Metabolic network-based identification of plasma markers for non-small cell lung cancer
Sign Up to like & getrecommendations! Published in 2021 at "Analytical and Bioanalytical Chemistry"
DOI: 10.1007/s00216-021-03699-5
Abstract: Metabolic markers, offering sensitive information on biological dysfunction, play important roles in diagnosing and treating cancers. However, the discovery of effective markers is limited by the lack of well-established metabolite selection approaches. Here, we propose… read more here.
Keywords: network based; network; lung cancer; cell lung ... See more keywords
Neural network-based discretization of nonlinear differential equations
Sign Up to like & getrecommendations! Published in 2017 at "Neural Computing and Applications"
DOI: 10.1007/s00521-017-3249-4
Abstract: This article presents a discretization scheme for a nonlinear differential equation using a regression analysis technique. As with many other numerical solvers such as finite difference methods and finite element methods, the presented scheme discretizes… read more here.
Keywords: equation; network based; discretization; nonlinear differential ... See more keywords
Neural network-based construction of inverse kinematics model for serial redundant manipulators
Sign Up to like & getrecommendations! Published in 2019 at "Artificial Life and Robotics"
DOI: 10.1007/s10015-019-00552-y
Abstract: Solving the inverse kinematics of redundant manipulators is difficult, because knowledge of the manipulators and their evaluation functions is required. To solve this problem, we propose a novel method of enabling a neural network model… read more here.
Keywords: network based; inverse kinematics; kinematics; neural network ... See more keywords
Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey
Sign Up to like & getrecommendations! Published in 2018 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-017-9610-2
Abstract: In the structure of ANFIS, there are two different parameter groups: premise and consequence. Training ANFIS means determination of these parameters using an optimization algorithm. In the first ANFIS model developed by Jang, a hybrid… read more here.
Keywords: network based; anfis training; training; based fuzzy ... See more keywords
A quick survey of Artificial Neural Network based face classification algorithms
Sign Up to like & getrecommendations! Published in 2018 at "Cluster Computing"
DOI: 10.1007/s10586-018-2369-7
Abstract: Face recognition has received significant attention in the recent past and numerous applications have deployed. Face recognition systems produce pleasing performance under controlled scenarios, and they produce a poor performance with real-world scenarios. High recognition… read more here.
Keywords: neural network; network based; network; face recognition ... See more keywords