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Issue Date Title Author(s) Journal View
2021-08
Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening

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

Medical Image Analysis, v.72, pp.102105, 2021-08

 302
2023-12
Structure-preserving image translation for multi-source medical image domain adaptation

Kang, Myeongkyun ;  Chikontwe, Philip ;  Won, Dongkyu ;  Luna, Acevedo Miguel Andres ;  Park, Sang Hyun

Pattern Recognition, v.144, 2023-12

 46
2021-02

Quantitative Assessment of Chest CT Patterns in COVID-19 and Bacterial Pneumonia Patients: a Deep Learning Perspective

Quantitative Assessment of Chest CT Patterns in COVID-19 and Bacterial Pneumonia Patients: a Deep Learning Perspective

Kang, Myeongkyun ;  Hong, Kyung Soo ;  Chikontwe, Philip ;  Luna, Acevedo Miguel Andres ;  Jang, Jong Geol ;  Park, Jongsoo ;  Shin, Kyeong-Cheol ;  Park, Sang Hyun ;  Ahn, June Hong

Journal of Korean Medical Science, v.36, no.5, pp.1 - 14, 2021-02

 412
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
2022-09-22
Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor

Nam, Siwoo ;  Kang, Myeongkyun ;  Won, Dongkyu ;  Chikontwe, Philip ;  Noh, Byeong-Joo ;  Go, Heounjeong ;  Park, Sang Hyun

5th International Workshop on Predictive Intelligence in Medicine (PRIME MICCAI), pp.115 - 125, 2022-09-22

 9
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