Dosik Hwang

61 papers A* 8Journal 36Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
AcTTA: Rethinking Test-Time Adaptation via Dynamic Activation.
CoRR
Hyeongyu Kim, Geonhui Han, Dosik Hwang
2026 J jnl
CD-Buffer: Complementary Dual-Buffer Framework for Test-Time Adaptation in Adverse Weather Object Detection.
CoRR
Youngjun Song, Hyeongyu Kim, Dosik Hwang
2026 J jnl
FeDi: Feature disentanglement for self-supervised learning.
Pattern Recognit.
Jeong Ryong Lee, Geonhui Son, Dosik Hwang
2026 J jnl
HP-GAN: Harnessing pretrained networks for GAN improvement with FakeTwins and discriminator consistency.
CoRR
Geonhui Son, Jeong Ryong Lee, Dosik Hwang
2026 J jnl
HP-GAN: Harnessing pretrained networks for GAN improvement with FakeTwins and discriminator consistency.
Neural Networks
Geonhui Son, Jeong Ryong Lee, Dosik Hwang
2026 J jnl
MUST: Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing Modality.
CoRR
Kyungwon Kim, Dosik Hwang
2025 A* conf
AeSPa : Attention-guided Self-supervised Parallel Imaging for MRI Reconstruction.
CVPR
Jinho Joo, Hyeseong Kim, Hyeyeon Won, Deukhee Lee, Taejoon Eo, Dosik Hwang
2025 A* conf
Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model.
CVPR
Yejee Shin, YeEun Lee, Hanbyol Jang, Geonhui Son, Hyeongyu Kim, Dosik Hwang
2025 J jnl
Buffer layers for Test-Time Adaptation.
CoRR
Hyeongyu Kim, Geonhui Han, Dosik Hwang
2025 A* conf
Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning.
CVPR
Jeong Ryong Lee, Yejee Shin, Geonhui Son, Dosik Hwang
2025 J jnl
Ensemble and low-frequency mixing with diffusion models for accelerated MRI reconstruction.
Medical Image Anal.
Yejee Shin, Geonhui Son, Dosik Hwang, Taejoon Eo
2025 J jnl
Interpretable multimodal transformer for prediction of molecular subtypes and grades in adult-type diffuse gliomas.
npj Digit. Medicine
Yunsu Byeon, Yae Won Park, Soohyun Lee, Doohyun Park, Hyungseob Shin, Kyunghwa Han, Jong Hee Chang, Se Hoon Kim, Seung-Koo Lee, Sungsoo Ahn, Dosik Hwang
2025 J jnl
MinT: Magnetic resonance image unsupervised translation via decoupling anatomical structure and contrast.
Comput. Biol. Medicine
Hanbyol Jang, Hyeongyu Kim, Sewon Kim, Dosik Hwang
2025 — conf
Physics-Driven Signal Regularization in Diffusion Models for Multi-contrast MR Image Synthesis.
MICCAI (4)
Yejee Shin, Yunsu Byeon, Geonhui Son, Hanbyol Jang, Dosik Hwang, Sewon Kim
2025 J jnl
Towards the Automatic Segmentation, Modeling and Meshing of the Aortic Vessel Tree from Multicenter Acquisitions: An Overview of the SEG.A. 2023 Segmentation of the Aorta Challenge.
CoRR
Yuan Jin, Antonio Pepe, Gian Marco Melito, Yuxuan Chen, Yunsu Byeon, Hyeseong Kim, Kyungwon Kim, Doohyun Park, Euijoon Choi, Dosik Hwang, Andriy Myronenko, Dong Yang, Yufan He, Daguang Xu, Ayman El-Ghotni, Mohamed Nabil, Hossam El-Kady, Ahmed Ayyad, Amr Nasr, Marek Wodzinski, Henning Müller, Hyeongyu Kim, Yejee Shin, Abbas Khan, Muhammad Asad, Alexander M. Zolotarev, Caroline H. Roney, Anthony Mathur, Martin Benning, Gregory G. Slabaugh, Theodoros P. Vagenas, Konstantinos Georgas, George K. Matsopoulos, Jihan Zhang, Zhen Zhang, Liqin Huang, Christian Mayer, Heinrich Mächler, Jan Egger
2024 — conf
LLM-Guided Multi-modal Multiple Instance Learning for 5-Year Overall Survival Prediction of Lung Cancer.
MICCAI (3)
Kyungwon Kim, Yongmoon Lee, Doohyun Park, Taejoon Eo, Daemyung Youn, Hyesang Lee, Dosik Hwang
2024 A* conf
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales.
AAAI
Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Beomseok Sohn, Yongsik Sim, Dongha Lee, Jinyoung Yeo
2023 J jnl
Deep-Learning-Aided Evaluation of Spondylolysis Imaged with Ultrashort Echo Time Magnetic Resonance Imaging.
Sensors
Suraj Achar, Dosik Hwang, Tim Finkenstaedt, Vadim Malis, Won C. Bae
2023 — conf
DiMix: Disentangle-and-Mix Based Domain Generalizable Medical Image Segmentation.
MICCAI (3)
Hyeongyu Kim, Yejee Shin, Dosik Hwang
2023 — conf
Evidence-Empowered Transfer Learning for Alzheimer's Disease.
ISBI
Kai Tzu-iunn Ong, Hana Kim, Minjin Kim, Jinseong Jang, Beomseok Sohn, Yoon Seong Choi, Dosik Hwang, Seong Jae Hwang, Jinyoung Yeo
2023 J jnl
Evidence-empowered Transfer Learning for Alzheimer's Disease.
CoRR
Kai Tzu-iunn Ong, Hana Kim, Minjin Kim, Jinseong Jang, Beomseok Sohn, Yoon Seong Choi, Dosik Hwang, Seong Jae Hwang, Jinyoung Yeo
2023 J jnl
Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales.
CoRR
Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Yongsik Sim, Beomseok Sohn, Dongha Lee, Jinyoung Yeo
2023 — conf
M3F: Multi-Field-of-View Feature Fusion Network for Aortic Vessel Tree Segmentation in CT Angiography.
SEG.A@MICCAI
Yunsu Byeon, Hyeseong Kim, Kyungwon Kim, Doohyun Park, Euijoon Choi, Dosik Hwang
2023 — conf
Position-Encoded Pixel-to-Prototype Contrastive Learning for Aortic Vessel Tree Segmentation.
SEG.A@MICCAI
Hyeongyu Kim, Yejee Shin, Dosik Hwang
2023 A* conf
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation.
CVPR
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
2023 J jnl
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation.
CoRR
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
2023 — conf
VSCHH 2023: A Benchmark for the View Synthesis Challenge of Human Heads.
ICCV (Workshops)
Youngkyoon Jang, Jiali Zheng, Jifei Song, Helisa Dhamo, Eduardo Pérez-Pellitero, Thomas Tanay, Matteo Maggioni, Richard Shaw, Sibi Catley-Chandar, Yiren Zhou, Jiankang Deng, Ruijie Zhu, Jiahao Chang, Ziyang Song, Jiahuan Yu, Tianzhu Zhang, Khanh-Binh Nguyen, Joon-Sung Yang, Andreea Dogaru, Bernhard Egger, Heng Yu, Aarush Gupta, Joel Julin, László A. Jeni, Hyeseong Kim, Jungbin Cho, Dosik Hwang, Deukhee Lee, Doyeon Kim, Dongseong Seo, SeungJin Jeon, Youngdon Choi, Jun Seok Kang, Ahmet Cagatay Seker, Sang Chul Ahn, Ales Leonardis, Stefanos Zafeiriou
2022 J jnl
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training.
CoRR
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
2022 — conf
Digestive Organ Recognition in Video Capsule Endoscopy Based on Temporal Segmentation Network.
MICCAI (8)
Yejee Shin, Taejoon Eo, Hyeongseop Rha, Dong Jun Oh, Geonhui Son, Jiwoong An, You Jin Kim, Dosik Hwang, Yun Jeong Lim
2022 A* conf
M3T: three-dimensional Medical image classifier using Multi-plane and Multi-slice Transformer.
CVPR
Jinseong Jang, Dosik Hwang
2021 J jnl
Deep model-based magnetic resonance parameter mapping network (DOPAMINE) for fast T1 mapping using variable flip angle method.
Medical Image Anal.
Yohan Jun, Hyungseob Shin, Taejoon Eo, Taeseong Kim, Dosik Hwang
2021 J jnl
Deep-learned spike representations and sorting via an ensemble of auto-encoders.
Neural Networks
Junsik Eom, In Yong Park, Sewon Kim, Hanbyol Jang, Sanggeon Park, Yeowool Huh, Dosik Hwang
2021 — conf
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge.
MLMIR@MICCAI
Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll
2021 J jnl
Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization.
Medical Image Anal.
Sewon Kim, Hanbyol Jang, Seokjun Hong, Yeong Sang Hong, Won C. Bae, Sungjun Kim, Dosik Hwang
2021 A* conf
Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI.
CVPR
Yohan Jun, Hyungseob Shin, Taejoon Eo, Dosik Hwang
2021 A* conf
Relevance-CAM: Your Model Already Knows Where To Look.
CVPR
Jeong Ryong Lee, Sewon Kim, Inyong Park, Taejoon Eo, Dosik Hwang
2021 J jnl
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction.
IEEE Trans. Medical Imaging
Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
2021 J jnl
Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation.
CoRR
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
2020 J jnl
Accelerating Cartesian MRI by domain-transform manifold learning in phase-encoding direction.
Medical Image Anal.
Taejoon Eo, Hyungseob Shin, Yohan Jun, Taeseong Kim, Dosik Hwang
2020 J jnl
Dynamic Range Expansion Using Cumulative Histogram Learning for High Dynamic Range Image Generation.
IEEE Access
Hanbyol Jang, Kihun Bang, Jinseong Jang, Dosik Hwang
2020 J jnl
State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge.
CoRR
Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll
2019 — conf
Study on discrimination of Alzheimer's disease states using an ensemble neural network's model.
Computer-Aided Diagnosis
Junsik Eom, Hanbyol Jang, Sewon Kim, Jinseong Jang, Dosik Hwang
2018 J jnl
Inverse Tone Mapping Operator Using Sequential Deep Neural Networks Based on the Human Visual System.
IEEE Access
Hanbyol Jang, Kihun Bang, Jinseong Jang, Dosik Hwang
2018 J jnl
Learning Radiologist's Step-by-Step Skill for Cervical Spinal Injury Examination: Line Drawing, Prevertebral Soft Tissue Thickness Measurement, and Swelling Detection.
IEEE Access
Young Han Lee, Sewon Kim, Jin-Suck Suh, Dosik Hwang
2018 J jnl
Periodicity-based nonlocal-means denoising method for electrocardiography in low SNR non-white noisy conditions.
Biomed. Signal Process. Control.
Yujin Lee, Dosik Hwang
2018 — conf
Translation of 1D Inverse Fourier Transform of K-space to an Image Based on Deep Learning for Accelerating Magnetic Resonance Imaging.
MICCAI (1)
Taejoon Eo, Hyungseob Shin, Taeseong Kim, Yohan Jun, Dosik Hwang
2017 J jnl
Ankle-Angle Estimation from Blind Source Separated Afferent Activity in the Sciatic Nerve for Closed-Loop Functional Neuromuscular Stimulation System.
IEEE Trans. Biomed. Eng.
Kang-Il Song, Jun-Uk Chu, Sunghee E. Park, Dosik Hwang, Inchan Youn
2017 — conf
Localization of ultrasound waveform for low intensity ultrasound-induced neuromodulation in a mouse model.
EMBC
Kang-Il Song, Seul Lee, Sunghee E. Park, Dosik Hwang, Hyungmin Kim, Inchan Youn
2016 J jnl
Metal Artifact Reduction for Polychromatic X-ray CT Based on a Beam-Hardening Corrector.
IEEE Trans. Medical Imaging
Hyoung Suk Park, Dosik Hwang, Jin Keun Seo
2015 — conf
An implantable wireless optogenetic stimulation system for peripheral nerve control.
EMBC
Kang-Il Song, Sunghee E. Park, Myoung-Soo Kim, Chulmin Joo, Yong-Jun Kim, Jun-Kyo Francis Suh, Dosik Hwang, Inchan Youn
2015 J jnl
Improved estimation of myelin water fraction using complex model fitting.
NeuroImage
Yoonho Nam, Jongho Lee, Dosik Hwang, Dong-Hyun Kim
2014 — conf
Comparision study of stereoscopy in computed tomography : Projection versus MIP.
ICEIC
Younguk Kim, Jinseong Jang, Taejoon Eo, Dosik Hwang
2014 — conf
Medical image matching using variable randomized undersampling probability pattern in data acquisition.
ICEIC
Jinseong Jang, Taejoon Eo, Min-Oh Kim, Narae Choi, Dongyup Han, Dong-Hyun Kim, Dosik Hwang
2014 — conf
Phase mask enhancement for multi-echo MR images using a novel denoising method based on tissue relaxation properties.
ICEIC
Taejoon Eo, Younguk Kim, Jinseong Jang, Dosik Hwang
2013 J jnl
A tissue-relaxation-dependent neighboring method for robust mapping of the myelin water fraction.
NeuroImage
Ohin Kwon, Eung Je Woo, Yiping P. Du, Dosik Hwang
2013 — conf
An implantable wireless system for muscle afferent recording from the sciatic nerve during functional electrical stimulation.
EMBC
Kang-Il Song, Ahnsei Shon, Jun-Uk Chu, Kuiwon Choi, Dosik Hwang, Inchan Youn
2013 J jnl
Improvement of the SNR and resolution of susceptibility-weighted venography by model-based multi-echo denoising.
NeuroImage
Ung Jang, Yoonho Nam, Dong-Hyun Kim, Dosik Hwang
2012 J jnl
Toothbrushing Region Detection Using Three-Axis Accelerometer and Magnetic Sensor.
IEEE Trans. Biomed. Eng.
Young-Jae Lee, Pil-Jae Lee, Kyeong-Seop Kim, Wonse Park, Kee-Deog Kim, Dosik Hwang, Jeong-Whan Lee
2011 J jnl
SPECT reconstruction with sub-sinogram acquisitions.
Int. J. Imaging Syst. Technol.
Dosik Hwang, Jeong-Whan Lee, Gengsheng L. Zeng
2010 J jnl
In vivo multi-slice mapping of myelin water content using T
NeuroImage
Dosik Hwang, Dong-Hyun Kim, Yiping P. Du
2006 J jnl
Controlled Support MEG imaging.
NeuroImage
Srikantan S. Nagarajan, Oleg Portniaguine, Dosik Hwang, Chris Johnson, Kensuke Sekihara