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Kyung-Ah Sohn
Kyung-Ah Sohn
Professor, Ajou University
在 ajou.ac.kr 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Fast, Accurate, and, Lightweight Super-Resolution with Cascading Residual Network
N Ahn, B Kang, KA Sohn
European Conference on Computer Vision, 2018
13292018
Comparative analysis of metazoan chromatin organization
JWK Ho, YL Jung, T Liu, BH Alver, S Lee, K Ikegami, KA Sohn, A Minoda, ...
Nature 512 (7515), 449-452, 2014
4202014
Predicting Alzheimer’s disease progression using multi-modal deep learning approach
G Lee, K Nho, B Kang, KA Sohn, D Kim
Scientific reports 9 (1), 1952, 2019
4062019
A multivariate regression approach to association analysis of a quantitative trait network
S Kim, KA Sohn, EP Xing
Bioinformatics 25 (12), i204-i212, 2009
2142009
Ntire 2020 challenge on real-world image super-resolution: Methods and results
A Lugmayr, M Danelljan, R Timofte
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1862020
Rethinking data augmentation for image super-resolution: A comprehensive analysis and a new strategy
J Yoo, N Ahn, KA Sohn
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1682020
Biological brain age prediction using cortical thickness data: a large scale cohort study
HM Aycheh, JK Seong, JH Shin, DL Na, B Kang, SW Seo, KA Sohn
Frontiers in aging neuroscience 10, 252, 2018
1162018
Knowledge boosting: a graph-based integration approach with multi-omics data and genomic knowledge for cancer clinical outcome prediction
D Kim, JG Joung, KA Sohn, H Shin, YR Park, MD Ritchie, JH Kim
Journal of the American Medical Informatics Association 22 (1), 109-120, 2015
1132015
Joint estimation of structured sparsity and output structure in multiple-output regression via inverse-covariance regularization
KA Sohn, S Kim
Artificial Intelligence and Statistics, 1081-1089, 2012
1062012
Enhancing the performance of convolutional neural networks on quality degraded datasets
J Yim, KA Sohn
2017 International Conference on Digital Image Computing: Techniques and …, 2017
792017
Method and apparatus for detecting people using stereo camera
G Park, K Sohn
US Patent App. 11/068,915, 2005
752005
Image super-resolution via progressive cascading residual network
N Ahn, B Kang, KA Sohn
IEEE Conference on Computer Vision and Pattern Recognition Workshops (NTIRE), 2018
692018
Identification of epigenetic interactions between miRNA and DNA methylation associated with gene expression as potential prognostic markers in bladder cancer
M Shivakumar, Y Lee, L Bang, T Garg, KA Sohn, D Kim
BMC medical genomics 10, 65-75, 2017
632017
Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure
S Leem, H Jeong, J Lee, K Wee, KA Sohn
Computational biology and chemistry 50, 19-28, 2014
612014
Bayesian multi-population haplotype inference via a hierarchical Dirichlet process mixture
EP Xing, KA Sohn, MI Jordan, YW Teh
Proceedings of the 23rd international conference on Machine learning, 1049-1056, 2006
532006
Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies
SY Kim, HH Jeong, J Kim, JH Moon, KA Sohn
Biology direct 14, 1-13, 2019
512019
MildInt: deep learning-based multimodal longitudinal data integration framework
G Lee, B Kang, K Nho, KA Sohn, D Kim
Frontiers in genetics 10, 617, 2019
512019
Computing distances between surfaces using line geometry
KA Sohn, B Juttler, MS Kim, W Wang
10th Pacific Conference on Computer Graphics and Applications, 2002 …, 2002
512002
hiHMM: Bayesian non-parametric joint inference of chromatin state maps
KA Sohn, JWK Ho, D Djordjevic, H Jeong, PJ Park, JH Kim
Bioinformatics 31 (13), 2066-2074, 2015
472015
Machine learning approaches for boredom classification using EEG
J Seo, TH Laine, KA Sohn
Journal of Ambient Intelligence and Humanized Computing 10, 3831-3846, 2019
422019
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