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Sungmin Hong
Sungmin Hong
Applied Scientist II, AWS Generative AI Innovation Center
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
3D-StyleGAN: A style-based generative adversarial network for generative modeling of three-dimensional medical images
S Hong, R Marinescu, AV Dalca, AK Bonkhoff, M Bretzner, NS Rost, ...
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections …, 2021
532021
Hyperspectral autofluorescence imaging of drusen and retinal pigment epithelium in donor eyes with age-related macular degeneration
Y Tong, TB Ami, S Hong, R Heintzmann, G Gerig, Z Ablonczy, CA Curcio, ...
Retina 36, S127-S136, 2016
522016
Outcome after acute ischemic stroke is linked to sex-specific lesion patterns
AK Bonkhoff, MD Schirmer, M Bretzner, S Hong, RW Regenhardt, ...
Nature communications 12 (1), 3289, 2021
492021
Low apparent diffusion coefficient cluster-based analysis of diffusion-weighted MRI for prognostication of out-of-hospital cardiac arrest survivors
J Kim, K Kim, S Hong, B Kwon, ID Yun, BS Choi, C Jung, JH Lee, YH Jo, ...
Resuscitation 84 (10), 1393-1399, 2013
392013
Radiomic signature of DWI‐FLAIR mismatch in large vessel occlusion stroke
RW Regenhardt, M Bretzner, MC Zanon Zotin, AK Bonkhoff, MR Etherton, ...
Journal of Neuroimaging 32 (1), 63-67, 2022
222022
Association of infarct topography and outcome after endovascular thrombectomy in patients with acute ischemic stroke
RW Regenhardt, AK Bonkhoff, M Bretzner, MR Etherton, AS Das, S Hong, ...
Neurology 98 (11), e1094-e1103, 2022
182022
Excessive white matter hyperintensity increases susceptibility to poor functional outcomes after acute ischemic stroke
S Hong, AK Giese, MD Schirmer, AK Bonkhoff, M Bretzner, ...
Frontiers in neurology 12, 700616, 2021
142021
Towards MR-only radiotherapy treatment planning: synthetic CT generation using multi-view deep convolutional neural networks
Y Zhao, S Liao, Y Guo, L Zhao, Z Yan, S Hong, G Hermosillo, T Liu, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
142018
Association of stroke lesion pattern and white matter hyperintensity burden with stroke severity and outcome
AK Bonkhoff, S Hong, M Bretzner, MD Schirmer, RW Regenhardt, ...
Neurology 99 (13), e1364-e1379, 2022
132022
Tensor decomposition of hyperspectral images to study autofluorescence in age-related macular degeneration
N Dey, S Hong, T Ach, Y Koutalos, CA Curcio, RT Smith, G Gerig
Medical image analysis 56, 96-109, 2019
132019
Radiomics-derived brain age predicts functional outcome after acute ischemic stroke
M Bretzner, AK Bonkhoff, MD Schirmer, S Hong, A Dalca, K Donahue, ...
Neurology 100 (8), e822-e833, 2023
122023
MRI radiomic signature of white matter hyperintensities is associated with clinical phenotypes
M Bretzner, AK Bonkhoff, MD Schirmer, S Hong, AV Dalca, KL Donahue, ...
Frontiers in neuroscience 15, 691244, 2021
122021
Hypernet-ensemble learning of segmentation probability for medical image segmentation with ambiguous labels
S Hong, AK Bonkhoff, A Hoopes, M Bretzner, MD Schirmer, AK Giese, ...
arXiv preprint arXiv:2112.06693, 2021
92021
Sex-specific lesion pattern of functional outcomes after stroke
AK Bonkhoff, M Bretzner, S Hong, MD Schirmer, A Cohen, ...
Brain communications 4 (2), fcac020, 2022
82022
MRI-GENIE and GISCOME Investigators and the International Stroke Genetics Consortium
AK Bonkhoff, MD Schirmer, M Bretzner, S Hong, RW Regenhardt, ...
Outcome after acute ischemic stroke is linked to sexspecific lesion patterns …, 2021
62021
Hierarchical multi-geodesic model for longitudinal analysis of temporal trajectories of anatomical shape and covariates
S Hong, J Fishbaugh, JJ Wolff, MA Styner, G Gerig, IBIS Network
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
52019
4D continuous medial representation by geodesic shape regression
S Hong, J Fishbaugh, G Gerig
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
42018
Subject-specific longitudinal shape analysis by coupling spatiotemporal shape modeling with medial analysis
S Hong, J Fishbaugh, M Rezanejad, K Siddiqi, H Johnson, J Paulsen, ...
Medical Imaging 2017: Image Processing 10133, 370-376, 2017
42017
Effectively fine-tune to improve large multimodal models for radiology report generation
Y Lu, S Hong, Y Shah, P Xu
arXiv preprint arXiv:2312.01504, 2023
32023
Tracking of mitochondrial transports using a particle filtering method with a spatial constraint
S Hong, H Shim, Y Chung
Optical Engineering 50 (9), 097203-097203-9, 2011
32011
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Articles 1–20