Dosik Hwang
Orcid: 0000-0002-2217-2837
According to our database1,
Dosik Hwang
authored at least 42 papers
between 2006 and 2024.
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Bibliography
2024
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Deep-Learning-Aided Evaluation of Spondylolysis Imaged with Ultrashort Echo Time Magnetic Resonance Imaging.
Sensors, September, 2023
Position-Encoded Pixel-to-Prototype Contrastive Learning for Aortic Vessel Tree Segmentation.
Proceedings of the Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
M3F: Multi-Field-of-View Feature Fusion Network for Aortic Vessel Tree Segmentation in CT Angiography.
Proceedings of the Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training.
CoRR, 2022
Digestive Organ Recognition in Video Capsule Endoscopy Based on Temporal Segmentation Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
M3T: three-dimensional Medical image classifier using Multi-plane and Multi-slice Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Medical Imaging, 2021
Neural Networks, 2021
Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization.
Medical Image Anal., 2021
Deep model-based magnetic resonance parameter mapping network (DOPAMINE) for fast T1 mapping using variable flip angle method.
Medical Image Anal., 2021
Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation.
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.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Accelerating Cartesian MRI by domain-transform manifold learning in phase-encoding direction.
Medical Image Anal., 2020
State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge.
CoRR, 2020
Dynamic Range Expansion Using Cumulative Histogram Learning for High Dynamic Range Image Generation.
IEEE Access, 2020
2019
Study on discrimination of Alzheimer's disease states using an ensemble neural network's model.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
2018
Periodicity-based nonlocal-means denoising method for electrocardiography in low SNR non-white noisy conditions.
Biomed. Signal Process. Control., 2018
Learning Radiologist's Step-by-Step Skill for Cervical Spinal Injury Examination: Line Drawing, Prevertebral Soft Tissue Thickness Measurement, and Swelling Detection.
IEEE Access, 2018
Inverse Tone Mapping Operator Using Sequential Deep Neural Networks Based on the Human Visual System.
IEEE Access, 2018
Translation of 1D Inverse Fourier Transform of K-space to an Image Based on Deep Learning for Accelerating Magnetic Resonance Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
Ankle-Angle Estimation from Blind Source Separated Afferent Activity in the Sciatic Nerve for Closed-Loop Functional Neuromuscular Stimulation System.
IEEE Trans. Biomed. Eng., 2017
Localization of ultrasound waveform for low intensity ultrasound-induced neuromodulation in a mouse model.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Metal Artifact Reduction for Polychromatic X-ray CT Based on a Beam-Hardening Corrector.
IEEE Trans. Medical Imaging, 2016
2015
NeuroImage, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the International Conference on Electronics, Information and Communications, 2014
Medical image matching using variable randomized undersampling probability pattern in data acquisition.
Proceedings of the International Conference on Electronics, Information and Communications, 2014
Phase mask enhancement for multi-echo MR images using a novel denoising method based on tissue relaxation properties.
Proceedings of the International Conference on Electronics, Information and Communications, 2014
2013
A tissue-relaxation-dependent neighboring method for robust mapping of the myelin water fraction.
NeuroImage, 2013
Improvement of the SNR and resolution of susceptibility-weighted venography by model-based multi-echo denoising.
NeuroImage, 2013
An implantable wireless system for muscle afferent recording from the sciatic nerve during functional electrical stimulation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Biomed. Eng., 2012
2011
Int. J. Imaging Syst. Technol., 2011
2010
In vivo multi-slice mapping of myelin water content using T<sub>2</sub><sup>*</sup> decay.
NeuroImage, 2010
2006