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科研机构
自动化研究所 [26]
内容类型
期刊论文 [21]
会议论文 [5]
发表日期
2020 [26]
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共26条,第1-10条
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发表日期:2020
专题:自动化研究所
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A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3576-3584
作者:
Meng, Lingwei
;
Dong, Di
;
Li, Liang
;
Niu, Meng
;
Bai, Yan
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/03/02
COVID-19
Computed tomography
Lung
Hospitals
Biomedical imaging
Training
Coronavirus disease 2019 (COVID-19)
prognosis
computed tomography
deep learning
artificial intelligence
Deep learning-based radiomics predicts response to chemotherapy in colorectal liver metastases
期刊论文
MEDICAL PHYSICS, 2020, 页码: 10
作者:
Wei, Jingwei
;
Cheng, Jin
;
Gu, Dongsheng
;
Chai, Fan
;
Hong, Nan
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/01/06
colorectal liver metastases
chemotherapy
radiomics
contrast‐
enhanced multidetector computed tomography
deep learning
Asymmetric CycleGAN for image-to-image translations with uneven complexities
期刊论文
NEUROCOMPUTING, 2020, 卷号: 415, 期号: 2020, 页码: 114-122
作者:
Dou, Hao
;
Chen, Chen
;
Hu, Xiyuan
;
Jia, Libang
;
Peng, Silong
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/01/07
Unpaired Image Translation
CycleGAN
Asymmetric Translation
Average Image Entropy
Edge-retain Prior
CT-based deep learning radiomics analysis for evaluation of serosa invasion in advanced gastric cancer
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2020, 卷号: 132, 页码: 8
作者:
Sun, Rui-Jia
;
Fang, Meng-Jie
;
Tang, Lei
;
Li, Xiao-Ting
;
Lu, Qiao-Yuan
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/01/06
Stomach neoplasms
Multi-detector computed tomography
Radiomics
Deep learning
Self-centralized jointly sparse maximum margin criterion for robust dimensionality reduction
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 206, 页码: 15
作者:
Hu, Liangchen
;
Xu, Jingke
;
Tian, Lei
;
Zhang, Wensheng
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/01/07
Maximum margin criterion
Robustness
Adaptive centroid
L-1,L-2-norm sparsity
Dimensionality reduction
PCA-SRGAN: Incremental Orthogonal Projection Discrimination for Face Super-resolution
会议论文
Seattle, WA, USA, October 12-16, 2020
作者:
Hao Dou
;
Chen Chen
;
Xiyuan Hu
;
Zuxing Xuan
;
Zhisen Hu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/06/02
face super-resolution
GAN
PCA
cumulative learning
Improving speech enhancement by focusing on smaller values using relative loss
期刊论文
IET SIGNAL PROCESSING, 2020, 卷号: 14, 期号: 6, 页码: 374-384
作者:
Li, Hongfeng
;
Xu, Yanyan
;
Ke, Dengfeng
;
Su, Kaile
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/09/07
speech enhancement
speech intelligibility
performance evaluation
learning (artificial intelligence)
neural nets
absolute differences
speech quality
relative loss
single-channel speech enhancement
noisy speech
ideal ratio mask
phase-sensitive mask
mean square error
loss function
absolute error values
magnitude spectra
deep learning
clean speech recovery
short-time objective intelligibility
signal-to-distortion ratio
segmental signal-to-noise ratio
performance evaluation
A Lightweight Recurrent Attention Network for Real-Time Guidewire Segmentation and Tracking in Interventional X-Ray Fluoroscopy
会议论文
Santiago de Compostela, Spain, 2020.08.31-09.04
作者:
Zhou, Yan-Jie
;
Xie, Xiao-Liang
;
Bian, Gui-Bin
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2022/06/14
EvoQ: Mixed Precision Quantization of DNNs via Sensitivity Guided Evolutionary Search
会议论文
Glasgow, United Kingdom, 19-24 July 2020
作者:
Yong Yuan
;
Chen Chen
;
Xiyuan Hu
;
Silong Peng
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2020/10/27
evolutionary algorithm, mixed precision quantization, network compression, deep learning
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease
期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
作者:
Jin, Dan
;
Zhou, Bo
;
Han, Ying
;
Ren, Jiaji
;
Han, Tong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2020/07/20
Alzheimer's disease
computer-aided diagnosis
neurobiological basis
neuroscientifically interpretable biomarkers
structural magnetic resonance imaging
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