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Seung Hwan Moon

Sungkyunkwan University · Medicine

About the Lab

Professor Seung Hwan Moon's research lab specializes in molecular imaging and nuclear medicine, with a focus on advancing the clinical application of PET/CT for accurate cancer prognosis and treatment monitoring. The lab investigates volume-based metabolic parameters such as metabolic tumor volume and total lesion glycolysis in various malignancies, including squamous cell carcinoma and nasal-type NK/T-cell lymphoma. Additionally, the lab contributes to neuroimaging research, particularly in standardizing amyloid-beta quantification using different PET tracers like florbetaben and flutemetamol, and explores the link between metabolic diseases and vascular inflammation using FDG-PET. Their work bridges molecular imaging with clinical outcomes, aiming to improve patient stratification and personalized treatment strategies.

molecular imagingPET/CTcancer prognosisamyloid imagingmetabolic tumor volume

Research Overview

Papers
177
Total Citations
3,049
Papers (5y)
39
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
39total
2022
2023
2024
2025
2026
Citations per year (5y)
188total
20222023202420252026

Selected Papers

15
1
Review|135 citations·2013
Prognostic Significance of Volume-Based PET Parameters in Cancer Patients
Seung Hwan Moon, Seung Hyup Hyun, Joon Young Choi
SJR Q1Korean Journal of RadiologyOA

Accurate prediction of cancer prognosis before the start of treatment is important since these predictions often affect the choice of treatment. Prognosis is usually based on anatomical staging and other clinical factors. However, the conventional system is not sufficient to accurately and reliably determine prognosis. Metabolic parameters measured by (18)F-fluorodeoxyglucose (FDG) positron emission tomography (PET) have the potential to provide valuable information regarding prognosis and treat

Radiology, Nuclear Medicine and ImagingMedicine
2
Article|116 citations·2018
Correlations between metabolic texture features, genetic heterogeneity, and mutation burden in patients with lung cancer
Seung Hwan Moon, Jin-Ho Kim, Je‐Gun Joung, Hongui Cha, Woong‐Yang Park, Jin Seok Ahn, Myung‐Ju Ahn, Keunchil Park, Joon Young Choi, Kyung-Han Lee, Byung‐Tae Kim, Se‐Hoon Lee
SJR Q1European Journal of Nuclear Medicine and Molecular Imaging
Radiology, Nuclear Medicine and ImagingMedicine
3
Article|115 citations·2012
Prognostic value of 18F‐FDG PET/CT in patients with squamous cell carcinoma of the tonsil: Comparisons of volume‐based metabolic parameters
Seung Hwan Moon, Joon Young Choi, Hwan Joo Lee, Young‐Ik Son, Chung‐Hwan Baek, Yong Chan Ahn, Keunchil Park, Kyung‐Han Lee, Byung‐Tae Kim
SJR Q1Head & Neck

BACKGROUND: The prognostic significance of volume-based metabolic parameters measured by (18)F-fluorodeoxyglucose positron emission tomography/CT ((18) F-FDG PET/CT) is not established. We evaluated the prognostic value of metabolic parameters in patients with squamous cell carcinoma (SCC) of the tonsil. METHODS: We enrolled a total of 69 patients with SCC of the tonsil who underwent pretreatment (18)F-FDG PET/CT. We measured maximum standardized uptake value (SUV(max)), metabolic tumor volume (

OncologyMedicine
4
Article|71 citations·2013
The Role of18F-FDG PET/CT for Initial Staging of Nasal Type Natural Killer/T-Cell Lymphoma: A Comparison with Conventional Staging Methods
Seung Hwan Moon, Suk Kyong Cho, Won-Seog Kim, Suk Jin Kim, Yong Chan Ahn, Yearn Seong Choe, Kyung-Han Lee, Byung‐Tae Kim, Joon Young Choi
SJR Q1Journal of Nuclear MedicineOA

Our study demonstrated that (18)F-FDG PET/CT scanning is a valuable modality for staging and treatment planning in patients with nasal-type NK/T-cell lymphoma.

Pathology and Forensic MedicineMedicine
5
Article|60 citations·2013
Metabolic response evaluated by 18F-FDG PET/CT as a potential screening tool in identifying a subgroup of patients with advanced non-small cell lung cancer for immediate maintenance therapy after first-line chemotherapy
Seung Hwan Moon, Su-Hee Cho, Lee Chun Park, Jun Ho Ji, Jong‐Mu Sun, J.S. Ahn, Keunchil Park, Joon Young Choi, Myung‐Ju Ahn
SJR Q1European Journal of Nuclear Medicine and Molecular Imaging
Pulmonary and Respiratory MedicineMedicine
6
Article|57 citations·2020
Appropriate reference region selection of 18F-florbetaben and 18F-flutemetamol beta-amyloid PET expressed in Centiloid
Soo Hyun Cho, Yeong Sim Choe, Seongbeom Park, Young Ju Kim, Hee Jin Kim, Hyemin Jang, Seung Joo Kim, Jun Pyo Kim, Young Hee Jung, Byeong C. Kim, Duk L. Na, Seung Hwan Moon
SJR Q1Scientific ReportsOA

Abstract The Centiloid (CL) is a method for standardizing amyloid beta (Aβ) quantification through different ligands and methods. To find the most appropriate reference region to reduce the variance in the Aβ CL unit between 18 F-florbetaben (FBB) and 18 F-flutemetamol (FMM), we conducted head-to-head comparisons from 56 participants using the direct comparison of FBB-FMM CL (dcCL) method with four reference regions: cerebellar gray (CG), whole cerebellum (WC), WC with brainstem (WC + B), and po

Psychiatry and Mental healthMedicine
7
Article|48 citations·2015
Carotid FDG Uptake Improves Prediction of Future Cardiovascular Events in Asymptomatic Individuals
Seung Hwan Moon, Young Seok Cho, Tae Soo Noh, Joon Young Choi, Byung‐Tae Kim, Kyung-Han Lee
SJR Q1JACC. Cardiovascular imaging
Pulmonary and Respiratory MedicineMedicine
8
Article|35 citations·2020
Concordance in detecting amyloid positivity between 18F-florbetaben and 18F-flutemetamol amyloid PET using quantitative and qualitative assessments
Soo Hyun Cho, Yeong Sim Choe, Young Ju Kim, Byungju Lee, Hee Jin Kim, Hyemin Jang, Jun Pyo Kim, Young Hee Jung, Soo-Jong Kim, Byeong C. Kim, Gill Farrar, Duk L. Na
SJR Q1Scientific ReportsOA

We aimed to quantitatively and qualitatively assess whether there is a discrepancy in detecting amyloid beta (Aβ) positivity between 18F-florbetaben (FBB) and 18F-flutemetamol (FMM) positron emission tomography (PET). We obtained paired FBB and FMM PET images from 107 participants. Three experts visually quantified the Aβ deposition as positive or negative. Quantitative assessment was performed using global cortical standardized uptake value ratio (SUVR) with the whole cerebellum as the referenc

Radiology, Nuclear Medicine and ImagingMedicine
9
Article|34 citations·2014
Association Between Nonalcoholic Fatty Liver Disease and Carotid Artery Inflammation Evaluated by 18 F-Fluorodeoxyglucose Positron Emission Tomography
Seung Hwan Moon, Tae Soo Noh, Young Seok Cho, Seon Pyo Hong, Seung Hyup Hyun, Joon Young Choi, Byung‐Tae Kim, Kyung-Han Lee
SJR Q2Angiology

We assessed the association between nonalcoholic fatty liver disease (NAFLD) and carotid artery inflammation measured by (18)F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography. Participants were 755 consecutive otherwise healthy adult males who underwent a general health screening program. Carotid FDG uptake, represented as maximum target-to-background ratio, was increased with mild (n = 237; 1.61 ± 0.14; P = .033) and moderate NAFLD (n = 145; 1.63 ± 0.16; P = .005) comp

EpidemiologyMedicine
10
Article|31 citations·2015
Prognostic Value of Volume-Based Positron Emission Tomography/Computed Tomography in Patients With Nasopharyngeal Carcinoma Treated With Concurrent Chemoradiotherapy
Seung Hwan Moon, Joon Young Choi, Hwan Joo Lee, Young‐Ik Son, Chung‐Hwan Baek, Yong Chan Ahn, Myung‐Ju Ahn, Keunchil Park, Byung‐Tae Kim
SJR Q1Clinical and Experimental OtorhinolaryngologyOA

The TLG of the primary tumor was a significant independent metabolic prognostic factor of DFS in patients with NPC treated with CCRT.

OtorhinolaryngologyMedicine
11
Article|27 citations·2020
Metabolic radiogenomics in lung cancer: associations between FDG PET image features and oncogenic signaling pathway alterations
Gahyun Kim, Jin-Ho Kim, Hongui Cha, Woong‐Yang Park, Jin Seok Ahn, Myung‐Ju Ahn, Keunchil Park, Yongjin Park, Joon Young Choi, Kyung-Han Lee, Se‐Hoon Lee, Seung Hwan Moon
SJR Q1Scientific ReportsOA

Abstract This study investigated the associations between image features extracted from tumor 18 F-fluorodeoxyglucose (FDG) uptake and genetic alterations in patients with lung cancer. A total of 137 patients (age, 62.7 ± 10.2 years) who underwent FDG positron emission tomography/computed tomography (PET/CT) and targeted deep sequencing analysis for a tumor lesion, comprising 61 adenocarcinoma (ADC), 31 squamous cell carcinoma (SQCC), and 45 small cell lung cancer (SCLC) patients, were enrolled

Radiology, Nuclear Medicine and ImagingMedicine
12
Article|25 citations·2020
Head-to-Head Comparison of 18F-Florbetaben and 18F-Flutemetamol in the Cortical and Striatal Regions
Soo Hyun Cho, Yeong Sim Choe, Young Ju Kim, Hee Jin Kim, Hyemin Jang, Yeshin Kim, Si Eun Kim, Seung Joo Kim, Jun Pyo Kim, Young Hee Jung, Byeong C. Kim, Samuel N. Lockhart
SJR Q1Journal of Alzheimer s DiseaseOA

Our findings suggest that FMM might be better than FBB to detect amyloid burden in the striatum, although both ligands are comparable for imaging AD pathology in vivo.

PhysiologyMedicine
13
Article|24 citations·2014
Prediction of Occult Lymph Node Metastasis by Metabolic Parameters in Patients with Clinically N0 Esophageal Squamous Cell Carcinoma
Seung Hwan Moon, Ho-Seong Kim, Seung Hyup Hyun, Yong Soo Choi, Jae Ill Zo, Young Mog Shim, Kyung-Han Lee, Byung‐Tae Kim, Joon Young Choi
SJR Q1Journal of Nuclear MedicineOA

SUV max, combined with clinical T classification, may be useful for predicting occult lymph node metastasis in patients with clinically N0 squamous cell carcinoma of the esophagus.

SurgeryMedicine
14
Article|18 citations·1993
Coordinated training of noise removing networks
Seung Hwan Moon, Jenq–Neng Hwang
IEEE International Conference on Acoustics Speech and Signal Processing

When a recognition system designed with a noise-free speech signal is deployed in the real world, it experiences severe degradation due to environmental acoustic ambient noise. An enhancement technique based on a noise removing network (NRN) which has recurrent connections is proposed. This NRN is trained in coordination with a time delay neural network (TDNN) which has been trained for noise-free speech recognition tasks. The proposed enhancement technique has favorable performance for white/co

Signal ProcessingComputer Science
15
Article|17 citations·2012
Comparison of18F-Fluorodeoxyglucose Uptake with the Expressions of Glucose Transporter Type 1 and Na+/I−Symporter in Patients with Untreated Papillary Thyroid Carcinoma
Seung Hwan Moon, Young Lyun Oh, Joon Young Choi, Chung‐Hwan Baek, Young‐Ik Son, Han‐Sin Jeong, Yearn Seong Choe, Kyung-Han Lee, Byung‐Tae Kim
SJR Q3Endocrine Research

The 18F-FDG uptake of untreated papillary thyroid carcinoma has an inverse correlation with NIS expression. However, GLUT1 expression does not appear to be associated with 18F-FDG uptake in untreated papillary thyroid carcinoma.

Endocrinology, Diabetes and MetabolismMedicine

Research Areas

Radiology, Nuclear Medicine and ImagingPsychiatry and Mental healthNeurologyPulmonary and Respiratory MedicineOncologyPhysiology

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