COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training.

[BibT_eX]

[DOI]

Hyungseob Shin

Hyeongyu Kim

CoRR, 2022

2021

Deep-learned spike representations and sorting via an ensemble of auto-encoders.

[BibT_eX]

[DOI]

Neural Networks, 2021

Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

Relevance-CAM: Your Model Already Knows Where To Look.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

Study on discrimination of Alzheimer's disease states using an ensemble neural network's model.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

2018

Learning Radiologist's Step-by-Step Skill for Cervical Spinal Injury Examination: Line Drawing, Prevertebral Soft Tissue Thickness Measurement, and Swelling Detection.

[BibT_eX]

[DOI]

IEEE Access, 2018

2017

Automated detection of bone metastatic changes using serial CT scans.

[BibT_eX]

[DOI]

Jihun Oh