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07/31/2023
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection
With an excellent balance between speed and accuracy, cutting-edge YOLO ...
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06/26/2023
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer
Blood cell detection is a typical small-scale object detection problem i...
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06/08/2023
Unsupervised Cross-Domain Soft Sensor Modelling via A Deep Bayesian Particle Flow Framework
Data-driven soft sensors are essential for achieving accurate perception...
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02/14/2023
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification
Recent applications of pattern recognition techniques on brain connectom...
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12/10/2022
Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation
Common measures of brain functional connectivity (FC) including covarian...
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07/27/2021
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification
Brain functional connectivity (FC) reveals biomarkers for identification...
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07/19/2021
BICNet: A Bayesian Approach for Estimating Task Effects on Intrinsic Connectivity Networks in fMRI Data
Intrinsic connectivity networks (ICNs) are specific dynamic functional b...
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06/09/2021
Markov-Switching State-Space Models with Applications to Neuroimaging
State-space models (SSM) with Markov switching offer a powerful framewor...
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01/24/2021
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI
We consider the challenges in extracting stimulus-related neural dynamic...
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04/09/2020
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach
We present a unified statistical framework for characterizing community ...
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04/09/2020
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Apporach
We present a unified statistical framework for characterizing community ...
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03/21/2019
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network
We exploit altered patterns in brain functional connectivity as features...
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10/27/2018
Short-segment heart sound classification using an ensemble of deep convolutional neural networks
This paper proposes a framework based on deep convolutional neural netwo...
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10/08/2018