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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): 61 to 80 of 1001

SCIESCOPUS
A consistent deep registration network with group data modeling

Gu, Dongdong; Liu, Guocai; Cao, Xiaohuan; Xue, Zhong; Shen, Dinggang

ArticleIssue Date2021CitationCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS, v.90PublisherPERGAMON-ELSEVIER SCIENCE LTD
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology

Studer, Stefan; Bui, Thanh Binh; Drescher, Christian; Hanuschkin, Alexander; Winkler, Ludwig; Peters, Steven; Mueller, Klaus-Robert

ArticleIssue Date2021CitationMACHINE LEARNING AND KNOWLEDGE EXTRACTION, v.3, no.2, pp.392 - 413PublisherMDPI
SCIESCOPUS
Multi-Target Localization Based on Unidentified Multiple RSS/AOA Measurements in Wireless Sensor Networks

Kang, Seyoung; Kim, Taehyun; Chung, Wonzoo

ArticleIssue Date2021CitationSENSORS, v.21, no.13PublisherMDPI
SCIESCOPUS
Constructing high-order functional connectivity network based on central moment features for diagnosis of autism spectrum disorder

Xie, Qingsong; Zhang, Xiangfei; Rekik, Islem; Chen, Xiaobo; Mao, Ning; Shen, Dinggang; Zhao, Feng

ArticleIssue Date2021CitationPEERJ, v.9PublisherPEERJ INC
SCIESCOPUS
segmentation in computed tomography images *

Xu, Xuanang; Lian, Chunfeng; Wang, Shuai; Zhu, Tong; Chen, Ronald C.; Wang, Andrew Z.; Royce, Trevor J.; Yap, Pew-Thian; Shen, Dinggang; Lian, Jun

ArticleIssue Date2021CitationMEDICAL IMAGE ANALYSIS, v.72, pp.102116PublisherELSEVIER
SCIESCOPUS
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images

He, Kelei; Lian, Chunfeng; Zhang, Bing; Zhang, Xin; Cao, Xiaohuan; Nie, Dong; Gao, Yang; Zhang, Junfeng; Shen, Dinggang

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON MEDICAL IMAGING, v.40, no.8, pp.2118 - 2128PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints

Sattler, Felix; Mueller, Klaus-Robert; Samek, Wojciech

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.32, no.8, pp.3710 - 3722PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Improving motor imagery classification during induced motor perturbations

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

ArticleIssue Date2021CitationJOURNAL OF NEURAL ENGINEERING, v.18, no.4PublisherIOP Publishing Ltd
SCIESCOPUS
A unified framework for personalized regions selection and functional relation modeling for early MCI identification

Lee, Jiyeon; Ko, Wonjun; Kang, Eunsong; Suk, Heung-Il

ArticleIssue Date2021CitationNEUROIMAGE, v.236PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCIESCOPUS
White matter tract-specific alterations in patients with primary restless legs syndrome

Park, Hea Ree; Kim, Hye Ryun; Oh, Seunghwan; Seong, Joon-Kyung; Joo, Eun Yeon

ArticleIssue Date2021CitationSCIENTIFIC REPORTS, v.11, no.1PublisherNATURE PORTFOLIO
SCIESCOPUS
Deep recurrent model for individualized prediction of Alzheimer's disease progression

Jung, Wonsik; Jun, Eunji; Suk, Heung-Il

ArticleIssue Date2021CitationNEUROIMAGE, v.237PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCIESCOPUS
Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems

Keith, John A.; Vassilev-Galindo, Valentin; Cheng, Bingqing; Chmiela, Stefan; Gastegger, Michael; Mueller, Klaus-Robert; Tkatchenko, Alexandre

ArticleIssue Date2021CitationCHEMICAL REVIEWS, v.121, no.16, pp.9816 - 9872PublisherAMER CHEMICAL SOC
SCIESCOPUS
Machine Learning Force Fields

Unke, Oliver T.; Chmiela, Stefan; Sauceda, Huziel E.; Gastegger, Michael; Poltaysky, Igor; Schuett, Kristof T.; Tkatchenko, Alexandre; Mueller, Klaus-Robert

ArticleIssue Date2021CitationCHEMICAL REVIEWS, v.121, no.16, pp.10142 - 10186PublisherAMER CHEMICAL SOC
SCIESCOPUS
Basis profile curve identification to understand electrical stimulation effects in human brain networks

Miller, Kai J.; Mueller, Klaus-Robert; Hermes, Dora; van Vugt, Marieke Karlijn; Marinazzo, Daniele; van Vugt, Marieke Karlijn; Marinazzo, Daniele; van Vugt, Marieke Karlijn; Marinazzo, Daniele

ArticleIssue Date2021CitationPLOS COMPUTATIONAL BIOLOGY, v.17, no.9PublisherPUBLIC LIBRARY SCIENCE
SCIESCOPUS
Towards robust explanations for deep neural networks

Dombrowski, Ann-Kathrin; Anders, Christopher J.; Mueller, Klaus-Robert; Kessel, Pan

ArticleIssue Date2022CitationPATTERN RECOGNITION, v.121PublisherELSEVIER SCI LTD
SCIESCOPUS
Finding and removing Clever Hans: Using explanation methods to debug and improve deep models

Anders, Christopher J.; Weber, Leander; Neumann, David; Samek, Wojciech; Mueller, Klaus-Robert; Lapuschkin, Sebastian

ArticleIssue Date2022CitationINFORMATION FUSION, v.77, pp.261 - 295PublisherELSEVIER
SCIESCOPUS
Learning Brain Functional Networks With Latent Temporal Dependency for MCI Identification

Xue, Yanfang; Zhang, Yining; Zhang, Limei; Lee, Seong-Whan; Qiao, Lishan; Shen, Dinggang

ArticleIssue Date2022CitationIEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, v.69, no.2, pp.590 - 601PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Edge-preserving MRI image synthesis via adversarial network with iterative multi-scale fusion

Luo, Yanmei; Nie, Dong; Zhan, Bo; Li, Zhiang; Wu, Xi; Zhou, Jiliu; Wang, Yan; Shen, Dinggang

ArticleIssue Date2021CitationNEUROCOMPUTING, v.452, pp.63 - 77PublisherELSEVIER
SCIESCOPUS
Association of Dipeptidyl Peptidase-4 Inhibitor Use and Amyloid Burden in Patients With Diabetes and AD-Related Cognitive Impairment

Jeong, Seong Ho; Kim, Hye Ryun; Kim, Jeonghun; Kim, Hankyeol; Hong, Namki; Jung, Jin Ho; Baik, Kyoungwon; Cho, Hanna; Lyoo, Chul Hyoung; Ye, Byoung Seok, et al.

ArticleIssue Date2021CitationNEUROLOGY, v.97, no.11, pp.E1110 - E1122PublisherLIPPINCOTT WILLIAMS & WILKINS
SCIESCOPUS
Machine learning of solvent effects on molecular spectra and reactions

Gastegger, Michael; Schuett, Kristof T.; Mueller, Klaus-Robert

ArticleIssue Date2021CitationCHEMICAL SCIENCE, v.12, no.34, pp.11473 - 11483PublisherROYAL SOC CHEMISTRY
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