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Novel comprehensive variable selection algorithm based on multi-weight vector optimal selection and bootstrapping soft shrinkage
期刊论文
Infrared Physics and Technology, 2023
作者:
Pengfei Zhang
;
Zhuopin Xu
;
Huimin Ma
;
Weimin Cheng
;
Xiaohong Li
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/14
Chemometrics
Variable selection
Near-infrared spectroscopy
Machine learning prediction of prostate cancer from transrectal ultrasound video clips
期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12
作者:
Wang, Kai
;
Chen, Peizhe
;
Feng, Bojian
;
Tu, Jing
;
Hu, Zhengbiao
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/12/22
artificial intelligence
prostate cancer
ultrasound
machine learning
support vector machine
Pancreatic Serous Cystic Neoplasms and Mucinous Cystic Neoplasms: Differential Diagnosis by Combining Imaging Features and Enhanced CT Texture Analysis
期刊论文
FRONTIERS IN ONCOLOGY, 2021, 卷号: 11
作者:
Chen, Hai-Yan
;
Deng, Xue-Ying
;
Pan, Yao
;
Chen, Jie-Yu
;
Liu, Yun-Ying
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2022/02/14
pancreatic neoplasms
serous cystadenoma
mucinous cystadenoma
texture analysis
tomography
Toward a Brain-Inspired Developmental Neural Network Based on Dendritic Spine Dynamics
期刊论文
NEURAL COMPUTATION, 2021, 卷号: 34, 期号: 1, 页码: 172-189
作者:
Zhao, Feifei
;
Zeng, Yi
;
Bai, Jun
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/01/27
MRDDANet: A Multiscale Residual Dense Dual Attention Network for SAR Image Denoising
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 13
作者:
Liu, Shuaiqi
;
Lei, Yu
;
Zhang, Luyao
;
Li, Bing
;
Hu, Weiming
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/01/27
Noise reduction
Radar polarimetry
Feature extraction
Speckle
Transforms
Synthetic aperture radar
Image denoising
Dual attention network
feature extraction
multiscale
synthetic aperture radar (SAR) image denoising
An adaptive shortest-solution guided decimation approach to sparse high-dimensional linear regression
期刊论文
SCIENTIFIC REPORTS, 2021, 卷号: 11, 期号: 1, 页码: 24034
作者:
Yu, Xue
;
Sun, Yifan
;
Zhou, Hai-Jun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/01/16
VARIABLE SELECTION
ALGORITHMS
SHRINKAGE
INFERENCE
MODELS
LASSO
Linear scheme for the direct reconstruction of noncontact time-domain fluorescence molecular lifetime tomography
期刊论文
APPLIED OPTICS, 2020, 卷号: 59, 期号: 26, 页码: 7961-7967
作者:
Zhang, Peng
;
Liu, Jie
;
Hui, Hui
;
An, Yu
;
Wang, Kun
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/01/07
Improving Soil Thickness Estimations Based on Multiple Environmental Variables with Stacking Ensemble Methods
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 21
作者:
Li, Xinchuan
;
Luo, Juhua
;
Jin, Xiuliang
;
He, Qiaoning
;
Niu, Yun
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/11/15
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 788-802
作者:
Peng, Hanyang
;
Liu, Cheng-Lin
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  |  
浏览/下载:39/0
  |  
提交时间:2019/07/12
Accelerated proximal gradient (APG)
extended hinge loss (HL)
feature selection
sparsity regularization
Development and validation of a magnetic resonance imaging-based model for the prediction of distant metastasis before initial treatment of nasopharyngeal carcinoma: A retrospective cohort study
期刊论文
EBIOMEDICINE, 2019, 卷号: 40, 页码: 327-335
作者:
Zhang, Lu
;
Dong, Di
;
Li, Hailin
;
Tian, Jie
;
Ouyang, Fusheng
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2019/07/12
Distant metastasis
Nasopharyngeal carcinoma
Risk assessment
Prognostic tool
Magnetic resonance imaging
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