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Spectral encoder to extract the efficient features of Raman spectra for reliable and precise quantitative analysis 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 312
作者:  Gao, Chi;  Fan, Qi;  Zhao, Peng;  Sun, Chao;  Dang, Ruochen;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：41/1  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
Deep neural network: As the novel pipelines in multiple preprocessing for Raman spectroscopy 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 302
作者:  Gao, Chi;  Zhao, Peng;  Fan, Qi;  Jing, Haonan;  Dang, Ruochen;  Sun, Weifeng;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2962Kb)  |  收藏  |  浏览/下载：91/0  |  提交时间：2023/09/25
Raman spectroscopy  Deep learning  Baseline correction  Spectroscopy denoising  
Design and Analysis of a Stable Support Structure for a Near-Infrared Space-Borne Doppler Asymmetric Spatial Heterodyne Interferometer 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 18
作者:  Sun, Jian;  Wang, Wei;  Chang, Chenguang;  Fu, Di;  Hao, Xiongbo;  Li, Juan;  Feng, Yutao;  Hu, Bingliang
Adobe PDF(10807Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2023/11/02
DASH interferometer  spectral resolution  optimal structure  spring constant  mechanical stress  shear stress  
Recent advances of lanthanide nanomaterials in Tumor NIR fluorescence detection and treatment 期刊论文
MATERIALS TODAY BIO, 2023, 卷号: 20
作者:  Fan, Qi;  Sun, Chao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(4376Kb)  |  收藏  |  浏览/下载：102/0  |  提交时间：2023/09/11
Lanthanide nanomaterials  Medical diagnosis  Therapy  Rare earths  Near infrared window  Fluorescence imaging  
Automatic Seizure Detection and Prediction Based on Brain Connectivity Features and a CNNsMeet Transformers Classifier 期刊论文
BRAIN SCIENCES, 2023, 卷号: 13, 期号: 5
作者:  Tian, Ziwei;  Hu, Bingliang;  Si, Yang;  Wang, Quan
Adobe PDF(3837Kb)  |  收藏  |  浏览/下载：45/0  |  提交时间：2023/07/05
epileptic state classification  EEG  brain connectivity  support vector machine  CNNs  meet transformers  
Unsupervised Transformer Boundary Autoencoder Network for Hyperspectral Image Change Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 7
作者:  Liu, Song;  Li, Haiwei;  Wang, Feifei;  Chen, Junyu;  Zhang, Geng;  Song, Liyao;  Hu, Bingliang
Adobe PDF(5283Kb)  |  收藏  |  浏览/下载：78/0  |  提交时间：2023/05/06
autoencoder  boundary information  change detection  hyperspectral image  unsupervised  
Adaptive convolution kernel network for change detection in hyperspectral images 期刊论文
APPLIED OPTICS, 2023, 卷号: 62, 期号: 8, 页码: 2039-2047
作者:  Liu, Song;  Li, Haiwei;  Chen, Junyu;  Li, Siyuan;  Song, Liyao;  Zhang, Geng;  Hu, Bingliang
Adobe PDF(18855Kb)  |  收藏  |  浏览/下载：44/0  |  提交时间：2023/08/28
Nonlinear image translation using adaptive rectifier with structure adaption 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2023, 卷号: 32, 期号: 2
作者:  Zhang, Yipeng;  Hu, Bingliang;  Ning, Hailong;  Wang, Quan
Adobe PDF(7094Kb)  |  收藏  |  浏览/下载：83/0  |  提交时间：2023/07/03
image translation  generative adversarial networks  activation function  deep learning  
Transformer-based factorized encoder for classification of pneumoconiosis on 3D CT images 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 150
作者:  Huang, Yingying;  Si, Yang;  Hu, Bingliang;  Zhang, Yan;  Wu, Shuang;  Wu, Dongsheng;  Wang, Quan
Adobe PDF(4510Kb)  |  收藏  |  浏览/下载：124/3  |  提交时间：2022/11/29
Transformer-based factorized encoder  3D convolutional autoencoder  Intra-slice interaction  Inter-slice interaction  
An Attention-Based CoT-ResNet With Channel Shuffle Mechanism for Classification of Alzheimer's Disease Levels 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14
作者:  Li, Chao;  Wang, Quan;  Liu, Xuebin;  Hu, Bingliang
Adobe PDF(2354Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2022/12/02
Alzheimer's disease  MRI  CoT module  Channel Shuffle  ResNet  medical image classification