Search Results - "Liu, Jundong"

Editorial: Theoretical advances and practical applications of spiking neural networks by Di Caterina, Gaetano, Zhang, Malu, Liu, Jundong

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Evaluating the Causal Effects of Gestational Diabetes Mellitus, Heart Disease, and High Body Mass Index on Maternal Alzheimer’s Disease and Dementia: Multivariable Mendelian Randomization by Sheng, Jie, Liu, Jundong, Chan, Kei Hang Katie

“…Introduction: Gestational diabetes mellitus (GDM), heart disease (HD) and high body mass index (BMI) are strongly related to Alzheimer’s disease (AD) dementia…”
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A Gamma-Log Net for Oil Spill Detection in Inhomogeneous SAR Images by Liu, Jundong, Ren, Peng, Lyu, Xinrong, Grecos, Christos

“…Due to the complexity of ocean environments, inhomogeneous phenomenon always exist in SAR images of oil spills on the sea surface. In order to address this…”
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Spiking neural networks fine-tuning for brain image segmentation by Yue, Ye, Baltes, Marc, Abuhajar, Nidal, Sun, Tao, Karanth, Avinash, Smith, Charles D., Bihl, Trevor, Liu, Jundong

“…Introduction The field of machine learning has undergone a significant transformation with the progress of deep artificial neural networks (ANNs) and the…”
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Exploring Lead loci shared between schizophrenia and Cardiometabolic traits by He, Qian, Bennett, Adam N, Liu, Jundong, Fan, Beifang, Han, Xue, Cheng, Lu, Chen, Yan, Yang, Xia, Chan, Kei Hang Katie

“…Abstract Individuals with schizophrenia (SCZ) have, on average, a 10- to 20-year shorter expected life span than the rest of the population, primarily due to…”
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A method for calculating gas hydrate saturation by dual parameters of logging by Li, Haiyan, Liu, Jundong, Qu, Cuixia, Song, Hongye, Zhuang, Xueliang

“…Natural gas hydrates, which only occur in geological environments with special conditions, are characterized by physical properties unique from those of oil…”
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Hippocampus segmentation through multi-view ensemble ConvNets by Yani Chen, Bibo Shi, Zhewei Wang, Pin Zhang, Smith, Charles D., Jundong Liu

“…Automated segmentation of brain structures from MR images is an important practice in many neuroimage studies. In this paper, we explore the utilization of a…”
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Segmentation of external force field for automatic initialization and splitting of snakes by Li, Chunming, Liu, Jundong, Fox, Martin D.

“…Active contours or snakes have been extensively utilized in handling image segmentation and classification problems. In traditional active contour models,…”
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A Mendelian randomization-based exploration of red blood cell distribution width and mean corpuscular volume with risk of hemorrhagic strokes by Liu, Jundong, Chou, Elizabeth L, Lau, Kui Kai, Woo, Peter Yat Ming, Wan, Tsz Kin, Huang, Ruixuan, Chan, Kei Hang Katie

“…Red blood cell distribution width (RCDW) and mean corpuscular volume (MCV) are associated with different risk factors for hemorrhagic stroke. However, whether…”
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The Vapor-Liquid Equilibrium of Bromine-Brine System at Atmospheric Pressure by Qian, Jianting, Yu, Zhaoling, Yang, Xincheng, Zhang, Xiaolong, Xu, Paisheng, Liu, Jundong, Liu, Wei, Chai, Shujing, Zhang, Wenyan, Hao, Xiaocui, Wang, Yuqi, Zhang, Qi, Huang, Xiping

“…The air blow-out method of extracting bromine from seawater or brine is widely used at home and abroad. The key parameter in this unit operation is the…”
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Quad-mesh based radial distance biomarkers for Alzheimer's disease by Hobbs, Kevin H., Pin Zhang, Bibo Shi, Smith, Charles D., Jundong Liu

“…Detailed analysis of brain structures is essential in identifying anatomical biomarkers in Alzheimer's disease (AD). In this paper, we develop a new radial…”
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Spatial-awareness spectral embedding (SASE) for robust shape matching by Huihui Xu, Jundong Liu

“…Shape matching in the spectral domain has gained great popularity in recent years. Most algorithms, however, rely on invariant global spectral embeddings of…”
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Nonlinear metric learning for kNN and SVMs through geometric transformations by Shi, Bibo, Liu, Jundong

“…In recent years, research on extending linear metric learning models to handle nonlinear structures has attracted great interests. In this paper, we propose a…”
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Curve skeleton-based shape representation and classification by Shuisheng Xie, Jundong Liu, Smith, C. D.

“…Computing the average anatomy and measuring the anatomical variability within a group of subjects are common practices in Computational Anatomy. In this paper,…”
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Robust and efficient point registration based on clusters and Generalized Radial Basis Functions (C-GRBF) by Huihui Xu, Jundong Liu, Smith, Charles D.

“…Radial Basis Functions (RBF) are effective in modeling regularization stabilizers, and have been successfully utilized in several point-based registration…”
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Segmentation of edge preserving gradient vector flow: an approach toward automatically initializing and splitting of snakes by Chunming Li, Jundong Liu, Fox, M.D.

“…Active contours or snakes have been extensively utilized in handling image segmentation and classification problems. In traditional active contour models,…”
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SIMPLISMA and ALS Applied to Two-Way Nonlinear Wavelet Compressed Ion Mobility Spectra of Chemical Warfare Agent Simulants by Cao, Libo, Harrington, Peter de B, Liu, Jundong

“…Ion mobility spectrometry is a rapid scanning measurement method for which compression methods that facilitate the handling of large collections of data are…”
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Nonlinear feature transformation and deep fusion for Alzheimer's Disease staging analysis by Shi, Bibo, Chen, Yani, Zhang, Pin, Smith, Charles D., Liu, Jundong

“…In this study, we develop a novel nonlinear metric learning method to improve biomarker identification for Alzheimer's Disease (AD) and Mild Cognitive…”
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A hybrid inversion algorithm to obtain the resistivity of the uninvaded zone based on the array induction log by Ge, Xinmin, Ishag, Mohmmed, Li, Haiyan, Liu, Jundong, Qu, Cuixia, Mohamed, Badreldein

“…This study investigates the impact of the drilling mud invasion on the borehole-measured resistivity. The primary objective is to retrieve the true resistivity…”
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Distance-informed metric learning for Alzheimer's disease staging by Shi, Bibo, Wang, Zhewei, Liu, Jundong

“…Identifying intermediate biomarkers of Alzheimer's disease (AD) is of great importance for diagnosis and prognosis of the disease. In this study, we develop a…”
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