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Issue Date Title Author(s) Journal View
2020-04
Comparison of Diagnostic Performance of Two-Dimensional and Three-Dimensional Fractal Dimension and Lacunarity Analyses for Predicting the Meningioma Grade

Kim, Soopil ;  Park, Yae Won ;  Park, Sang Hyun ;  Ahn, Sung Soo ;  Chang, Jong Hee ;  Kim, Se Hoon ;  Lee, Seung-Koo

Brain Tumor Research and Treatment, v.8, no.1, pp.36 - 42, 2020-04

 43
2020-08
Magnetic resonance imaging–based 3-dimensional fractal dimension and lacunarity analyses may predict the meningioma grade

Park, Yae Won ;  Kim, Soopil ;  Ahn, Sung Soo ;  Han, Kyunghwa ;  Kang, Seok-Gu ;  Chang, Jong Hee ;  Kim, Se Hoon ;  Lee, Seung-Koo ;  Park, Sang Hyun

European Radiology, v.30, no.8, pp.4615 - 4622, 2020-08

 583
2022-03-31
A Meta-Learning Approach for Medical Image Registration

Park, Heejung ;  Lee, Gyeong Min ;  Kim, Soopil ;  Ryu, Ga Hyung ;  Jeong, Areum ;  Sagong, Min ;  Park, Sang Hyun

19th IEEE International Symposium on Biomedical Imaging (IEEE ISBI), 2022-03-31

 9
2021-02-02
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation

Kim, Soopil ;  An, Sion ;  Chikontwe, Philip ;  Park, Sang Hyun

AAAI Conference on Artificial Intelligence, pp.1808 - 1816, 2021-02-02

 10
2023
Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification

An, Sion ;  Kim, Soopil ;  Chikontwe, Philip ;  Park, Sang Hyun

IEEE Transactions on Neural Networks and Learning Systems, pp.1 - 15, 2023

 284
2023-05
Uncertainty-aware semi-supervised few shot segmentation

Kim, Soopil ;  Chikontwe, Philip ;  An, Sion ;  Park, Sang Hyun

Pattern Recognition, v.137, 2023-05

 140
2022-06-23
CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification

Chikontwe, Philip ;  Kim, Soopil ;  Park, Sang Hyun

Computer Vision and Pattern recognition, pp.14534 - 14543, 2022-06-23

 9
2020-10-17
Two-Step U-Nets for Brain Tumor Segmentation and Random Forest with Radiomics for Survival Time Prediction

Kim, Soopil ;  Luna, Acevedo Miguel Andres ;  Chikontwe, Philip ;  Park, Sang Hyun

International Conference on Medical Image Computing and Computer Assisted Interventions, pp.200 - 209, 2020-10-17

 419
2023-10-10
One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation

Kang, Myeongkyun ;  Chikontwe, Philip ;  Kim, Soopil ;  Jin, Kyong Hwan ;  Adeli, Ehsan ;  Pohl, Kilian M. ;  Park, Sang Hyun

International Conference on Medical Image Computing and Computer Assisted Intervention, pp.521 - 531, 2023-10-10

 65
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