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Hyeong Hun Lee

ORCID: 0009-0009-5743-6087
Observed ORCID: 0009-0009-5743-6087
OpenAlex ID: A5064913010
Intact metabolite spectrum mining by deep learning in proton magnetic resonance spectroscopy of the brain
2019 · Hyeong Hun Lee, Hyeonjin Kim · Magnetic Resonance in Medicine · 110
In-VivoProton Magnetic Resonance Spectroscopy of 2-Hydroxyglutarate in Isocitrate Dehydrogenase-Mutated Gliomas: A Technical Review for Neuroradiologists
2016 · Hyeonjin Kim, Sungjin Kim, et al. · Korean Journal of Radiology · 36
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Deep learning‐based target metabolite isolation and big data‐driven measurement uncertainty estimation in proton magnetic resonance spectroscopy of the brain
2020 · Hyeong Hun Lee, Hyeonjin Kim · Magnetic Resonance in Medicine · 35
Unsupervised anomaly detection using generative adversarial networks in 1H-MRS of the brain
2021 · Joon Jang, Hyeong Hun Lee, et al. · Journal of Magnetic Resonance · 29
Reconstruction of spectra from truncated free induction decays by deep learning in proton magnetic resonance spectroscopy
2020 · Hyochul Lee, Hyeong Hun Lee, et al. · Magnetic Resonance in Medicine · 28
Bayesian deep learning–based 1 H‐MRS of the brain: Metabolite quantification with uncertainty estimation using Monte Carlo dropout
2022 · Hyeong Hun Lee, Hyeonjin Kim · Magnetic Resonance in Medicine · 24
On the Utility of Short Echo Time (TE) Single Voxel 1H–MRS in Non–Invasive Detection of 2–Hydroxyglutarate (2HG); Challenges and Potential Improvement Illustrated with Animal Models Using MRUI and LCModel
2016 · Hwon Heo, Sungjin Kim, et al. · PLoS ONE · 13
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Neurometabolic profiles of the substantia nigra and striatum of MPTP‐intoxicated common marmosets: An in vivo proton MRS study at 9.4 T
2016 · Hwon Heo, Jae‐Bum Ahn, et al. · NMR in Biomedicine · 12
Parameterization of spectral baseline directly from short echo time full spectra in 1 H‐MRS
2016 · Hyeong Hun Lee, Hyeonjin Kim · Magnetic Resonance in Medicine · 11
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Detecting Tumor-Associated Intracranial Hemorrhage Using Proton Magnetic Resonance Spectroscopy
2024 · Hye Bin Yoo, Hyeong Hun Lee, et al. · Neurology International · 6
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Deep Learning-aided 1H-MR Spectroscopy for Differentiating between Patients with and without Hepatocellular Carcinoma
2025 · Jae Seok Bae, Hyeong Hun Lee, et al. · Magnetic Resonance in Medical Sciences · 2
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Post-COVID Fatigue Relates to Bioenergetic Dysfunctions in the Posterior Cingulate Gyrus
2024 · Hye Bin Yoo, Hyeong Hun Lee, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition · 1
Region-specific brain metabolite reference estimates and exploratory age-related changes in cognitively intact older adults: a preliminary deep-learning 1H-MRS study
2026 · Young-Ah Choi, Hyeong Hun Lee, et al. · Frontiers in Aging Neuroscience
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Association between Brain Metabolite Changes and Glymphatic Dysfunction in Parkinson’s Disease: A Combined MRS and DTI-ALPS Study
2025 · Yun Jung Bae, Jong Min Kim, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Longitudinal Neurochemical Aftermath from Post-COVID Sequalae in the Posterior Cingulate Gyrus
2025 · Hye Bin Yoo, Hyeong Hun Lee, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Correspondence to Neuronal and Glial Metabolite Abnormalities in Participants With Persistent Neuropsychiatric Symptoms After COVID-19: A Brain Proton MRS Study
2025 · Hye Bin Yoo, Hyeong Hun Lee, et al. · The Journal of Infectious Diseases
Works count: 16
Citation count: 307
H-index: 9
I10-index: 9
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