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Issue Date Title Author(s) Journal View
2023-09
Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation

Kang, Myeongkyun ;  Won, Dongkyu ;  Luna, Acevedo Miguel Andres ;  Chikontwe, Philip ;  Hong, Kyung Soo ;  Ahn, June Hong ;  Park, Sang Hyun

Neural Networks, v.166, pp.722 - 737, 2023-09

 43
2021-10-01
Mixing-AdaSIN: Constructing a De-biased Dataset Using Adaptive Structural Instance Normalization and Texture Mixing

Kang, Myeongkyun ;  Chikontwe, Philip ;  Luna, Acevedo Miguel Andres ;  Hong, Kyung Soo ;  Ahn, June Hong ;  Park, Sang Hyun

4th International Workshop on Predictive Intelligence in Medicine, PRIME 2021, held in conjunction with 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021, pp.37 - 46, 2021-10-01

 14
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
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
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
2023-05
Uncertainty-aware semi-supervised few shot segmentation

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

Pattern Recognition, v.137, 2023-05

 141
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
2019-11
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Kuijf, Hugo J. ;  Biesbroek, J. Matthijs ;  de Bresser, Jeroen ;  Heinen, Rutger ;  Andermatt, Simon ;  Bento, Mariana ;  Berseth, Matt ;  Belyaev, Mikhail ;  Cardoso, M. Jorge ;  Casamitjana, Adria ;  Collins, D. Louis ;  Dadar, Mahsa ;  Georgiou, Achilleas ;  Ghafoorian, Mohsen ;  Jin, Dakai ;  Khademi, April ;  Knight, Jesse ;  Li, Hongwei ;  Llado, Xavier ;  Luna, Miguel ;  Mahmood, Qaiser ;  McKinley, Richard ;  Mehrtash, Alireza ;  Ourselin, Sebastien ;  Park, Bo-Yong ;  Park, Hyunjin ;  Park, Sang Hyun ;  Pezold, Simon ;  Puybareau, Elodie ;  Rittner, Leticia ;  Sudre, Carole H. ;  Valverde, Sergi ;  Vilaplana, Veronica ;  Wiest, Roland ;  Xu, Yongchao ;  Xu, Ziyue ;  Zeng, Guodong ;  Zhang, Jianguo ;  Zheng, Guoyan ;  Chen, Christopher ;  van der Flier, Wiesje ;  Barkhof, Frederik ;  Viergever, Max A. ;  Biessels, Geert Jan

Institute of Electrical and Electronics Engineers, 2019-11

 412
2020-10-05
Unsupervised Learning Model for Registration of Multi-phase Ultra-Widefield Fluorescein Angiography

Lee, Gyoeng Min ;  Seo, Kwang Deok ;  Song, Hye Ju ;  Park, Dong Geun ;  Ryu, Ga Hyung ;  Sagong, Min ;  Park, Sang Hyun

International Conference on Medical Image Computing and Computer Assisted Interventions, pp.201 - 210, 2020-10-05

 365
2024-03
Attention guided multi-scale cluster refinement with extended field of view for amodal nuclei segmentation

Luna, Acevedo Miguel Andres ;  Chikontwe, Philip ;  Nam, Siwoo ;  Park, Sang Hyun

Computers in Biology and Medicine, v.170, 2024-03

 10
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