Jang Hwan Choi
Orcid: 0000-0001-9273-034XAffiliations:
- Ewha Womans University, Department of Artificial Intelligence, Seoul, Korea
- Stanford University, CA, USA (PhD 2015)
According to our database1,
Jang Hwan Choi
authored at least 31 papers
between 2014 and 2024.
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Bibliography
2024
IEEE Trans. Instrum. Meas., 2024
2023
Unsupervised Visual Representation Learning Based on Segmentation of Geometric Pseudo-Shapes for Transformer-Based Medical Tasks.
IEEE J. Biomed. Health Informatics, April, 2023
Low-dose Computed Tomography Perceptual Image Quality Assessment Grand Challenge Dataset (MICCAI 2023).
Dataset, April, 2023
A multi-kernel and multi-scale learning based deep ensemble model for predicting recurrence of non-small cell lung cancer.
PeerJ Comput. Sci., 2023
Anatomical Landmark Detection Using a Multiresolution Learning Approach with a Hybrid Transformer-CNN Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising.
Proceedings of the Information Processing in Medical Imaging, 2023
2022
No-reference perceptual CT image quality assessment based on a self-supervised learning framework.
Mach. Learn. Sci. Technol., December, 2022
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements.
IEEE Trans. Biomed. Eng., 2022
Deep Learning with Multimodal Integration for Predicting Recurrence in Patients with Non-Small Cell Lung Cancer.
Sensors, 2022
IEEE Access, 2022
Performance evaluation of image quality metrics for perceptual assessment of low-dose computed tomography images.
Proceedings of the Medical Imaging 2022: Image Perception, 2022
Proceedings of the Machine Learning for Medical Image Reconstruction, 2022
2021
Integration of 2D iteration and a 3D CNN-based model for multi-type artifact suppression in C-arm cone-beam CT.
Mach. Vis. Appl., 2021
Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements.
CoRR, 2021
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT.
IEEE Access, 2021
Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
2020
CoRR, 2020
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Machine learning-powered prediction of recurrence in patients with non-small cell lung cancer using quantitative clinical and radiomic biomarkers.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020
2019
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
2018
Real-Time Tumor Motion Tracking in 3D Using Planning 4D CT Images during Image-Guided Radiation Therapy.
Algorithms, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
J. Integr. Bioinform., 2017
Comput. Methods Programs Biomed., 2017
2016
Kinect-Based Correction of Overexposure Artifacts in Knee Imaging with C-Arm CT Systems.
Int. J. Biomed. Imaging, 2016
Bridge to real data: Empirical multiple material calibration for learning-based material decomposition.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Image-based compensation for involuntary motion in weight-bearing C-arm cone-beam CT scanning of knees.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014