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1. Journal Articles(Graduate School > Department of Artificial Intelligence > 1. Journal Articles)1,001

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Collection's Items (Sorted by 등록일자 in 내림차순 order): 841 to 860 of 1001

SCIESSCISCOPUS
Treatment-naive first episode depression classification based on high-order brain functional network

Zheng, Yanting; Chen, Xiaobo; Li, Danian; Liu, Yujie; Tan, Xin; Liang, Yi; Zhang, Han; Qiu, Shijun; Shen, Dinggang

ArticleIssue Date2019CitationJOURNAL OF AFFECTIVE DISORDERS, v.256, pp.33 - 41PublisherELSEVIER
SCIESCOPUS
Fast Groupwise Registration Using Multi-Level and Multi-Resolution Graph Shrinkage

Dong, Pei; Cao, Xiaohuan; Yap, Pew-Thian; Shen, Dinggang

ArticleIssue Date2019CitationSCIENTIFIC REPORTS, v.9PublisherNATURE PUBLISHING GROUP
SCIESCOPUS
Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases

Jurmeister, Philipp; Bockmayr, Michael; Seegerer, Philipp; Bockmayr, Teresa; Treue, Denise; Montavon, Gregoire; Vollbrecht, Claudia; Arnold, Alexander; Teichmann, Daniel; Bressem, Keno, et al.

ArticleIssue Date2019CitationSCIENCE TRANSLATIONAL MEDICINE, v.11, no.509PublisherAMER ASSOC ADVANCEMENT SCIENCE
SCIESCOPUS
Latent Representation Learning for Alzheimer's Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data

Zhou, Tao; Liu, Mingxia; Thung, Kim-Han; Shen, Dinggang

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON MEDICAL IMAGING, v.38, no.10, pp.2411 - 2422PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting

Fang, Zhenghan; Chen, Yong; Liu, Mingxia; Xiang, Lei; Zhang, Qian; Wang, Qian; Lin, Weili; Shen, Dinggang

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON MEDICAL IMAGING, v.38, no.10, pp.2364 - 2374PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
XQ-SR: Joint x-q space super-resolution with application to infant diffusion MRI

Chen, Geng; Dong, Bin; Zhang, Yong; Lin, Weili; Shen, Dinggang; Yap, Pew-Thian

ArticleIssue Date2019CitationMEDICAL IMAGE ANALYSIS, v.57, pp.44 - 55PublisherELSEVIER
SCIESCOPUS
Comparative analysis of features extracted from EEG spatial, spectral and temporal domains for binary and multiclass motor imagery classification

Lee, Seung-Bo; Kim, Hyun-Ji; Kim, Hakseung; Jeong, Ji-Hoon; Lee, Seong-Whan; Kim, Dong-Joo

ArticleIssue Date2019CitationINFORMATION SCIENCES, v.502, pp.190 - 200PublisherELSEVIER SCIENCE INC
SCIESCOPUS
Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks

Liu, Luyan; Zhang, Han; Wu, Jinsong; Yu, Zhengda; Chen, Xiaobo; Rekik, Islem; Wang, Qian; Lu, Junfeng; Shen, Dinggang

ArticleIssue Date2019CitationBRAIN IMAGING AND BEHAVIOR, v.13, no.5, pp.1333 - 1351PublisherSPRINGER
SCIESCOPUS
Late Fusion Incomplete Multi-View Clustering

Liu, Xinwang; Zhu, Xinzhong; Li, Miaomiao; Wang, Lei; Tang, Chang; Yin, Jianping; Shen, Dinggang; Wang, Huaimin; Gao, Wen

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.41, no.10, pp.2410 - 2423PublisherIEEE COMPUTER SOC
SCIESCOPUS
Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment

Zhang, Han; Giannakopoulos, Panteleimon; Haller, Sven; Shen, Dinggang; Lee, Seong-Whan; Qiu, Shijun

ArticleIssue Date2019CitationNEUROINFORMATICS, v.17, no.4, pp.547 - 561PublisherHUMANA PRESS INC
SCIESCOPUS
Foreground Fisher Vector: Encoding Class-Relevant Foreground to Improve Image Classification

Pan, Yongsheng; Xia, Yong; Shen, Dinggang

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON IMAGE PROCESSING, v.28, no.10, pp.4716 - 4729PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Enhancing sensorimotor BCI performance with assistive afferent activity: An online evaluation

Vidaurre, C.; Ramos Murguialday, A.; Haufe, S.; Gomez, M.; Mueller, K-R; Nikulin, V. V.

ArticleIssue Date2019CitationNEUROIMAGE, v.199, pp.375 - 386PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCIESCOPUS
A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy

von Luehmann, Alexander; Boukouvalas, Zois; Mueller, Klaus-Robert; Adali, Tulay

ArticleIssue Date2019CitationNEUROIMAGE, v.200, pp.72 - 88PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCIESCOPUS
Functional Brain Network Estimation With Time Series Self-Scrubbing

Li, Weikai; Qiao, Lishan; Zhang, Limei; Wang, Zhengxia; Shen, Dinggang

ArticleIssue Date2019CitationIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.23, no.6, pp.2494 - 2504PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Canonical maximization of coherence: A novel tool for investigation of neuronal interactions between two datasets

Vidaurre, C.; Nolte, G.; de Vries, E. J.; Gomez, M.; Boonstra, T. W.; Mueller, K. -R.; Villringer, A.; Nikulin, V. V.

ArticleIssue Date2019CitationNEUROIMAGE, v.201PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SSCISCOPUS
Facial Expression Processing Is Not Affected by Parkinson's Disease, but by Age-Related Factors

Derya, Dilara; Kang, June; Kwon, Young; Wallraven, Christian

ArticleIssue Date2019CitationFRONTIERS IN PSYCHOLOGY, v.10PublisherFRONTIERS MEDIA SA
SCIESCOPUS
Unifying machine learning and quantum chemistry with a deep neural network for molecular wavefunctions

Schuett, K. T.; Gastegger, M.; Tkatchenko, A.; Mueller, K-R.; Maurer, R. J.

ArticleIssue Date2019CitationNATURE COMMUNICATIONS, v.10PublisherNATURE PUBLISHING GROUP
SCIESCOPUS
Toward an interpretable Alzheimer's disease diagnostic model with regional abnormality representation via deep learning

Lee, Eunho; Choi, Jun-Sik; Kim, Minjeong; Suk, Heung-Il

ArticleIssue Date2019CitationNEUROIMAGE, v.202PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCIESCOPUS
Hippocampus Radiomic Biomarkers for the Diagnosis of Amnestic Mild Cognitive Impairment: A Machine Learning Method

Feng, Qi; Song, Qiaowei; Wang, Mei; Pang, PeiPei; Liao, Zhengluan; Jiang, Hongyang; Shen, Dinggang; Ding, Zhongxiang

ArticleIssue Date2019CitationFRONTIERS IN AGING NEUROSCIENCE, v.11PublisherFRONTIERS MEDIA SA
SCIESCOPUS
Classification of Drowsiness Levels Based on a Deep Spatio-Temporal Convolutional Bidirectional LSTM Network Using Electroencephalography Signals

Jeong, Ji-Hoon; Yu, Baek-Woon; Lee, Dae-Hyeok; Lee, Seong-Whan

ArticleIssue Date2019CitationBRAIN SCIENCES, v.9, no.12PublisherMDPI
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