Joohyung Lee

Orcid: 0000-0002-3518-7915

Affiliations:
  • National Cancer Center Research Institute, Goyang-si, South Korea


According to our database1, Joohyung Lee authored at least 9 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Compact and De-Biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Self-supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-Grained Time Resolution.
Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention.
Proceedings of the Machine Learning for Healthcare Conference, 2023

2022
Self-supervised predictive coding and multimodal fusion advance patient deterioration prediction in fine-grained time resolution.
CoRR, 2022

Moving from 2D to 3D: Volumetric Medical Image Classification for Rectal Cancer Staging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2019
Tumor Identification in Colorectal Histology Images Using a Convolutional Neural Network.
J. Digit. Imaging, 2019

Rectal cancer: Toward fully automatic discrimination of T2 and T3 rectal cancers using deep convolutional neural network.
Int. J. Imaging Syst. Technol., 2019

Multi-Task Learning with a Fully Convolutional Network for Rectum and Rectal Cancer Segmentation.
CoRR, 2019

Reducing the Model Variance of a Rectal Cancer Segmentation Network.
IEEE Access, 2019


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