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科研机构
自动化研究所 [12]
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期刊论文 [11]
会议论文 [1]
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2023 [1]
2022 [2]
2021 [5]
2020 [2]
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2017 [1]
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Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 1954-1965
作者:
Niu, Mingyue
;
Zhao, Ziping
;
Tao, Jianhua
;
Li, Ya
;
Schuller, Bjorn
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/15
Depression
Feature extraction
Tensors
Databases
Spatiotemporal phenomena
Convolutional neural networks
Physiology
DAER network
depression level prediction
dual attention block
element recalibration block
facial differences
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
Comparison of clinical features and 1-year outcomes between patients with psychotic disorder not otherwise specified and those with schizophrenia
期刊论文
EARLY INTERVENTION IN PSYCHIATRY, 2022, 页码: 10
作者:
Li, Ling
;
Rami, Fatima Zahra
;
Piao, Yan Hong
;
Lee, Bo Mi
;
Kim, Woo-Sung
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/06
clinical staging
diagnostic stability
outcome
psychotic disorder NOS
In vivo fluorescence molecular imaging of the vascular endothelial growth factor in rats with early diabetic retinopathy
期刊论文
BIOMEDICAL OPTICS EXPRESS, 2021, 卷号: 12, 期号: 11, 页码: 7185-7198
作者:
Zhang, Lu
;
Ding, Yunhe
;
Chen, Xinjian
;
Xiang, Dehui
;
Shi, Fei
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/12/28
Predicting brain age during typical and atypical development based on structural and functional neuroimaging
期刊论文
HUMAN BRAIN MAPPING, 2021, 页码: 13
作者:
Wang, Qi
;
Hu, Ke
;
Wang, Meng
;
Zhao, Yuxin
;
Liu, Yong
收藏
  |  
浏览/下载:112/0
  |  
提交时间:2021/11/04
autism spectrum disorder
brain age prediction
developmental heterogeneity
multimodal magnetic resonance imaging
predictor weights analysis
Robust Collaborative Learning of Patch-Level and Image-Level Annotations for Diabetic Retinopathy Grading From Fundus Image
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
作者:
Yang, Yehui
;
Shang, Fangxin
;
Wu, Binghong
;
Yang, Dalu
;
Wang, Lei
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/01/27
Lesions
Annotations
Generators
Feature extraction
Image segmentation
Retinopathy
Diabetes
Collaborative learning
convolutional neural networks (CNNs)
diabetic retinopathy (DR)
fundus image
A time-frequency channel attention and vectorization network for automatic depression level prediction
期刊论文
Neurocomputing, 2021, 期号: 450, 页码: 208-218
作者:
Mingyue Niu
;
Bin Liu
;
Jianhua Tao
;
Qifei Li
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/06/01
Sphere embedding normalization
DenseNet
Transition layer
Time-frequency channel attention block
Time-frequency vectorization block
Depression detection
The Assessment of Upper-Limb Spasticity Based on a Multi-Layer Process Using a Portable Measurement System
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 2242-2251
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
;
Zhang, Pu
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/12/28
Spasticity quantification
portable assessment device
modified genetic algorithm
ensemble empirical mode decomposition (EEMD)
multi-layer fusion
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection
期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
作者:
Mingyue Niu
;
Jianhua Tao
;
Bin Liu
;
Jian Huang
;
Zheng Lian
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/06/01
Multimodal depression detection
Spatio-Temporal Attention
Audio/Video Segment-Level Feature
Eigen Evolution Pooling
Audio/Video Level Feature
Multimodal Attention Feature Fusion
Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises
期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 期号: NA, 页码: 1-11
作者:
Sui, Jing
;
Jiang, Rongtao
;
Bustillo, Juan
;
Calhoun, Vince D.
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/06/13
Biomarker
Cognition
Individualized prediction
Mental disorder
Multivariate analyses
Regression
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