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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): 861 to 880 of 1001

SCIESCOPUS
Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks

Hong, Yoonmi; Kim, Jaeil; Chen, Geng; Lin, Weili; Yap, Pew-Thian; Shen, Dinggang

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON MEDICAL IMAGING, v.38, no.12, pp.2717 - 2725PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space

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

ArticleIssue Date2019CitationIEEE TRANSACTIONS ON MEDICAL IMAGING, v.38, no.12, pp.2838 - 2848PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks

Liu, Tianjiao; Guo, Qianqian; Lian, Chunfeng; Ren, Xuhua; Liang, Shujun; Yu, Jing; Niu, Lijuan; Sun, Weidong; Shen, Dinggang

ArticleIssue Date2019CitationMEDICAL IMAGE ANALYSIS, v.58PublisherELSEVIER
SCIESCOPUS
Adversarial learning for mono- or multi-modal registration

Fan, Jingfan; Cao, Xiaohuan; Wang, Qian; Yap, Pew-Thian; Shen, Dinggang

ArticleIssue Date2019CitationMEDICAL IMAGE ANALYSIS, v.58PublisherELSEVIER
SCIESCOPUS
Dual-domain convolutional neural networks for improving structural information in 3 T MRI

Zhang, Yongqin; Yap, Pew-Thian; Qu, Liangqiong; Cheng, Jie-Zhi; Shen, Dinggang

ArticleIssue Date2019CitationMAGNETIC RESONANCE IMAGING, v.64, pp.90 - 100PublisherELSEVIER SCIENCE INC
SCIESCOPUS
Surface-constrained volumetric registration for the early developing brain

Ahmad, Sahar; Wu, Zhengwang; Li, Gang; Wang, Li; Lin, Weili; Yap, Pew-Thian; Shen, Dinggang

ArticleIssue Date2019CitationMEDICAL IMAGE ANALYSIS, v.58PublisherELSEVIER
SCIESCOPUS
Possible Effect of Binaural Beat Combined With Autonomous Sensory Meridian Response for Inducing Sleep

Lee, Minji; Song, Chae-Bin; Shin, Gi-Hwan; Lee, Seong-Whan

ArticleIssue Date2019CitationFRONTIERS IN HUMAN NEUROSCIENCE, v.13PublisherFRONTIERS MEDIA SA
SCIESCOPUS
Analyzing Neuroimaging Data Through Recurrent Deep Learning Models

Thomas, Armin W.; Heekeren, Hauke R.; Mueller, Klaus-Robert; Samek, Wojciech

ArticleIssue Date2019CitationFRONTIERS IN NEUROSCIENCE, v.13PublisherFRONTIERS MEDIA SA
SCIESCOPUS
Robust detection of event-related potentials in a user-voluntary short-term imagery task

Lee, Min-Ho; Williamson, John; Kee, Young-Jin; Fazli, Siamac; Lee, Seong-Whan

ArticleIssue Date2019CitationPLOS ONE, v.14, no.12PublisherPUBLIC LIBRARY SCIENCE
SCIESCOPUS
Using transfer learning from prior reference knowledge to improve the clustering of single-cell RNA-Seq data

Mieth, Bettina; Hockley, James R. F.; Goernitz, Nico; Vidovic, Marina M-C; Mueller, Klaus-Robert; Gutteridge, Alex; Ziemek, Daniel

ArticleIssue Date2019CitationSCIENTIFIC REPORTS, v.9PublisherNATURE PUBLISHING GROUP
SCIESCOPUS
High-Resolution Encoder-Decoder Networks for Low-Contrast Medical Image Segmentation

Zhou, Sihang; Nie, Dong; Adeli, Ehsan; Yin, Jianping; Lian, Jun; Shen, Dinggang

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.461 - 475PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Optimal Channel Selection Using Correlation Coefficient for CSP Based EEG Classification

Park, Yongkoo; Chung, Wonzoo

ArticleIssue Date2020CitationIEEE ACCESS, v.8, pp.111514 - 111521PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks

Liu, Siyuan; Thung, Kim-Han; Lin, Weili; Yap, Pew-Thian; Shen, Dinggang

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.7697 - 7706PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Frontal EEG Asymmetry of Emotion for the Same Auditory Stimulus

Lee, Minji; Shin, Gi-Hwan; Lee, Seong-Whan

ArticleIssue Date2020CitationIEEE ACCESS, v.8, pp.107200 - 107213PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Multi-Atlas Brain Parcellation Using Squeeze-and-Excitation Fully Convolutional Networks

Tang, Zhenyu; Liu, Xianli; Li, Yang; Yap, Pew-Thian; Shen, Dinggang

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.6864 - 6872PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Machine Learning for Molecular Simulation

Noe, Frank; Tkatchenko, Alexandre; Mueller, Klaus-Robert; Clementi, Cecilia

ArticleIssue Date2020CitationANNUAL REVIEW OF PHYSICAL CHEMISTRY, VOL 71, v.71, pp.361 - 390PublisherANNUAL REVIEWS
SCIESCOPUS
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation

Ren, Xuhua; Ahmad, Sahar; Zhang, Lichi; Xiang, Lei; Nie, Dong; Yang, Fan; Wang, Qian; Shen, Dinggang

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.7497 - 7510PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
A Framework for Schizophrenia EEG Signal Classification With Nature Inspired Optimization Algorithms

Prabhakar, Sunil Kumar; Rajaguru, Harikumar; Lee, Seong-Whan

ArticleIssue Date2020CitationIEEE ACCESS, v.8, pp.39875 - 39897PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
A Novel EEG Correlation Coefficient Feature Extraction Approach Based on Demixing EEG Channel Pairs for Cognitive Task Classification

Park, Yongkoo; Chung, Wonzoo

ArticleIssue Date2020CitationIEEE ACCESS, v.8, pp.87422 - 87433PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Transformation Based Tri-Level Feature Selection Approach Using Wavelets and Swarm Computing for Prostate Cancer Classification

Prabhakar, Sunil Kumar; Lee, Seong-Whan

ArticleIssue Date2020CitationIEEE ACCESS, v.8, pp.127462 - 127476PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
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