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Issue Date Title Author(s) Journal View
2020-10-05
Multiple Instance Learning with Center Embeddings for Histopathology Classification

Chikontwe, Philip ;  Kim, Meejeong ;  Nam, Soojeong ;  Go, Heounjeong ;  Park, Sang Hyun

International Conference on Medical Image Computing and Computer Assisted Interventions, pp.519 - 528, 2020-10-05

 535
2022-09-20
Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification

Chikontwe, Philip ;  Nam, Soo Jeong ;  Go, Heounjeong ;  Kim, Meejeong ;  Sung, Hyun Jung ;  Park, Sang Hyun

International Conference on Medical Image Computing and Computer Assisted Intervention, pp.420 - 430, 2022-09-20

 7
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

 8
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

 9
2023-10-09
PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation

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

International Conference on Medical Image Computing and Computer Assisted Intervention, pp.528 - 538, 2023-10-09

 32
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

 7
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

 10
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

 416
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

 62
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