Search Results - "Suk, Heung-Il"

SIGMAformer: a spatiotemporal Gaussian mixture correlation transformer for global weather forecasting.

Authors: Kim, Do-Yeon Suk, Heung-Il

Source: NPJ Climate & Atmospheric Science. 3/23/2026, Vol. 9 Issue 1, p1-13. 13p.

A multi-scale large kernel attention with U-Net for medical image registration.

Authors: Chen, Yilin Hu, Xin Lu, Tao et al.

Source: Journal of Supercomputing; Jan2025, Vol. 81 Issue 1, p1-26, 26p

Heterogeneous domain adaptation method for tomato leaf disease classification base on CycleGAN.

Authors: Cho, Seung-Beom Jeong, Si-Hwa Yu, Jae-Wook et al.

Source: Journal of Intelligent & Fuzzy Systems; 2023, Vol. 45 Issue 5, p8859-8870, 12p

A Plug-in Method for Representation Factorization in Connectionist Models.

Authors: Yoon, Jee Seok Roh, Myung-Cheol Suk, Heung-Il

Source: IEEE Transactions on Neural Networks & Learning Systems; Aug2022, Vol. 33 Issue 8, p3792-3803, 12p

Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction.

Authors: Jun, Eunji Mulyadi, Ahmad Wisnu Choi, Jaehun et al.

Source: IEEE Transactions on Neural Networks & Learning Systems; Sep2021, Vol. 32 Issue 9, p4052-4062, 11p

Tumor bagging: a novel framework for brain tumor segmentation using metaheuristic optimization algorithms.

Authors: Shivhare, Shiv Naresh Kumar, Nitin

Source: Multimedia Tools & Applications; Jul2021, Vol. 80 Issue 17, p26969-26995, 27p

IdenBAT: Disentangled representation learning for identity-preserved brain age transformation.

Authors: Maeng, Junyeong Oh, Kwanseok Jung, Wonsik et al.

Source: Artificial Intelligence in Medicine; Jun2025, Vol. 164, pN.PAG-N.PAG, 1p

Transferring ultrahigh-field representations for intensity-guided brain segmentation of low-field magnetic resonance imaging.

Authors: Oh, Kwanseok Lee, Jieun Heo, Da-Woon et al.

Source: Pattern Recognition; Oct2026, Vol. 178, pN.PAG-N.PAG, 1p

Deep joint learning of pathological region localization and Alzheimer's disease diagnosis.

Authors: Park, Changhyun Jung, Wonsik Suk, Heung-Il

Source: Scientific Reports. 7/19/2023, Vol. 13 Issue 1, p1-15. 15p.

Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification.

Authors: D., Jaipriya K. C., Sriharipriya

Source: PLoS ONE. 1/16/2025, Vol. 20 Issue 1, p1-25. 25p.

Multi-scale gradual integration CNN for false positive reduction in pulmonary nodule detection.

Authors: Kim, Bum-Chae Yoon, Jee Seok Choi, Jun-Sik et al.

Source: Neural Networks; Jul2019, Vol. 115, p1-10, 10p

Comprehensive Weight Decomposition Analysis of Modern Parameter-Efficient Methods.

Authors: Demidovskij, A. V. Salnikov, I. G. Tugaryov, A. M. et al.

Source: Optical Memory & Neural Networks. 2024 Suppl 3, Vol. 33, pS513-S522. 10p.

The effect of hepatic steatosis on liver volume determined by proton density fat fraction and deep learning–measured liver volume.

Authors: Choi, Ji Young Lee, Seung Soo Kim, Na Young et al.

Source: European Radiology. Sep2023, Vol. 33 Issue 9, p5924-5932. 9p. 1 Diagram, 4 Charts, 3 Graphs.

Subjects: Fatty liver, Machine learning, Liver, Protons, Deep learning

Leveraging Coupled Interaction for Multimodal Alzheimer’s Disease Diagnosis.

Authors: Shi, Yinghuan Suk, Heung-Il Gao, Yang et al.

Source: IEEE Transactions on Neural Networks & Learning Systems; Jan2020, Vol. 31 Issue 1, p186-200, 15p

Neurodevelopmental imprints of sociomarkers in adolescent brain connectomes.

Authors: Kang, Eunsong Yun, Byungyeon Cha, Jiook et al.

Source: Scientific Reports. 9/9/2024, Vol. 14 Issue 1, p1-9. 9p.

Accuracy and Efficiency of Right-Lobe Graft Weight Estimation Using Deep-Learning-Assisted CT Volumetry for Living-Donor Liver Transplantation.

Authors: Park, Rohee Lee, Seungsoo Sung, Yusub et al.

Source: Diagnostics (2075-4418). Mar2022, Vol. 12 Issue 3, p590-590. 11p.

Predicting BCI Subject Performance Using Probabilistic Spatio-Temporal Filters.

Authors: Suk, Heung-Il Fazli, Siamac Mehnert, Jan et al.

Source: PLoS ONE. Feb2014, Vol. 9 Issue 2, p1-15. 15p.

Module of Axis-based Nexus Attention for weakly supervised object localization.

Authors: Sohn, Junghyo Jeon, Eunjin Jung, Wonsik et al.

Source: Scientific Reports. 10/30/2023, Vol. 13 Issue 1, p1-14. 14p.

Adaptive graph learning and low-rank constraint for supervised spectral feature selection.

Authors: Zhong, Zhi¹, zhongzhi@gxtc.edu.cn

Source: Neural Computing & Applications; Jun2020, Vol. 32 Issue 11, p6503-6512, 10p

Semi-supervised generative and discriminative adversarial learning for motor imagery-based brain–computer interface.

Authors: Ko, Wonjun Jeon, Eunjin Yoon, Jee Seok et al.

Source: Scientific Reports. 3/17/2022, Vol. 12 Issue 1, p1-14. 14p.