Personal information

Countries

South Korea

Activities

Collapse all

Employment (4)

National University of Singapore: Singapore, SG

2023-06-01 to present | Assistant Professor (Tenure Track) (Department of Diagnostic Radiology, Yong Loo Lin School of Medicine)
Employment
Source: Self-asserted source
Yoon Seong Choi

Yonsei University College of Medicine: Seoul, KR

2021-03-01 to 2023-05-31 | Assistant Professor (Tenure Track) (Department of Radiology)
Employment
Source: Self-asserted source
Yoon Seong Choi

Duke-NUS Medical School: Singapore, SG

2020-04-01 to 2021-02-20 | Assistant Professor (Regular Rank) (RADSC ACP)
Employment
Source: Self-asserted source
Yoon Seong Choi

Yonsei University College of Medicine: Seodaemun-gu, Seoul, KR

2015-03-01 to 2019-02-28 | Clinical assistant professor (Radiology)
Employment
Source: Self-asserted source
Yoon Seong Choi

Education and qualifications (5)

Severance Hospital: Seoul, KR

2013-03-01 to 2015-02-28 | Fellow (Department of Radiology, Neuroradiology division)
Qualification
Source: Self-asserted source
Yoon Seong Choi

Severance Hospital: Seodaemun-gu, Seoul, KR

2009-03-01 to 2013-02-28 | Resident (Radiology)
Education
Source: Self-asserted source
Yoon Seong Choi

Severance Hospital: Seoul, KR

2008-03-01 to 2009-02-28 | Intern
Qualification
Source: Self-asserted source
Yoon Seong Choi

Yonsei University College of Medicine: Seodaemun-gu, Seoul, KR

2002-03-01 to 2008-02-28
Education
Source: Self-asserted source
Yoon Seong Choi

Seoul Science High School: Seoul, KR

2000-03-01 to 2002-02-28
Education
Source: Self-asserted source
Yoon Seong Choi

Works (49)

18F-FDG-PET-based deep learning for predicting cognitive decline in non-demented elderly across the Alzheimer’s disease clinical spectrum

Radiology Advances
2024-09-14 | Journal article
DOI: 10.1093/radadv/umae021
Contributors: Beomseok Sohn; Seok Jong Chung; Jeong Ryong Lee; Dosik Hwang; Wanying Xie; Ling Ling Chan; Yoon Seong Choi
Source: check_circle
Crossref

Deep learning-based amyloid PET harmonization to predict cognitive decline in non-demented elderly

Radiology Advances
2024-05-28 | Journal article
DOI: 10.1093/radadv/umae019
Contributors: Yoon Seong Choi; Pei Ing Ngam; Jeong Ryong Lee; Dosik Hwang; Eng-King Tan
Source: check_circle
Crossref

A Pipeline for the implementation and visualization of explainable machine learning for medical imaging using radiomics features

Sensors
2022 | Journal article
Contributors: Severn, Cameron; Suresh, Krithika; Görg, Carsten; Choi, Yoon Seong; Jain, Rajan; Ghosh, Debashis
Source: Self-asserted source
Yoon Seong Choi

A Unified Approach to Analysis of MRI Radiomics of Glioma Using Minimum Spanning Trees

Frontiers in Physics
2022 | Journal article
Contributors: Simon, Olivier B; Jain, Rajan; Choi, Yoon-Seong; Görg, Carsten; Suresh, Krithika; Severn, Cameron; Ghosh, Debashis
Source: Self-asserted source
Yoon Seong Choi

Causal inference in radiomics: Framework, mechanisms, and algorithms

Frontiers in Neuroscience
2022 | Journal article
Contributors: Ghosh, Debashis; Mastej, Emily; Jain, Rajan; Choi, Yoon Seong
Source: Self-asserted source
Yoon Seong Choi

Federated learning enables big data for rare cancer boundary detection

Nature communications
2022 | Journal article
Contributors: Pati, Sarthak; Baid, Ujjwal; Edwards, Brandon; Sheller, Micah; Wang, Shih-Han; Reina, G Anthony; Foley, Patrick; Gruzdev, Alexey; Karkada, Deepthi; Davatzikos, Christos et al.
Source: Self-asserted source
Yoon Seong Choi

Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs

The Lancet Digital Health
2021 | Journal article
Contributors: Rim, Tyler Hyungtaek; Lee, Chan Joo; Tham, Yih-Chung; Cheung, Ning; Yu, Marco; Lee, Geunyoung; Kim, Youngnam; Ting, Daniel SW; Chong, Crystal Chun Yuen; Choi, Yoon Seong et al.
Source: Self-asserted source
Yoon Seong Choi

Fully automated hybrid approach to predict the IDH mutation status of gliomas via deep learning and radiomics

Neuro-oncology
2021 | Journal article
Contributors: Choi, Yoon Seong; Bae, Sohi; Chang, Jong Hee; Kang, Seok-Gu; Kim, Se Hoon; Kim, Jinna; Rim, Tyler Hyungtaek; Choi, Seung Hong; Jain, Rajan; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Machine learning based radiomic HPV phenotyping of oropharyngeal SCC: a feasibility study using MRI

The Laryngoscope
2021 | Journal article
Contributors: Sohn, Beomseok; Choi, Yoon Seong; Ahn, Sung Soo; Kim, Hwiyoung; Han, Kyunghwa; Lee, Seung-Koo; Kim, Jinna
Source: Self-asserted source
Yoon Seong Choi

AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium

Neuro-oncology
2020 | Journal article
Contributors: Davatzikos, Christos; Barnholtz-Sloan, Jill S; Bakas, Spyridon; Colen, Rivka; Mahajan, Abhishek; Quintero, Carmen Balaña; Capellades Font, Jaume; Puig, Josep; Jain, Rajan; Sloan, Andrew E et al.
Source: Self-asserted source
Yoon Seong Choi

Diffusion tensor imaging radiomics in lower-grade glioma: improving subtyping of isocitrate dehydrogenase mutation status

Neuroradiology
2020 | Journal article
Contributors: Park, Chae Jung; Choi, Yoon Seong; Park, Yae Won; Ahn, Sung Soo; Kang, Seok-Gu; Chang, Jong-Hee; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Machine learning and radiomic phenotyping of lower grade gliomas: improving survival prediction

European radiology
2020 | Journal article
Contributors: Choi, Yoon Seong; Ahn, Sung Soo; Chang, Jong Hee; Kang, Seok-Gu; Kim, Eui Hyun; Kim, Se Hoon; Jain, Rajan; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

MR image phenotypes may add prognostic value to clinical features in IDH wild-type lower-grade gliomas

European Radiology
2020 | Journal article
Contributors: Park, Chae Jung; Han, Kyunghwa; Shin, Haesol; Ahn, Sung Soo; Choi, Yoon Seong; Park, Yae Won; Chang, Jong Hee; Kim, Se Hoon; Jain, Rajan; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Radiomics risk score may be a potential imaging biomarker for predicting survival in isocitrate dehydrogenase wild-type lower-grade gliomas

European Radiology
2020 | Journal article
Contributors: Park, Chae Jung; Han, Kyunghwa; Kim, Hwiyoung; Ahn, Sung Soo; Choi, Yoon Seong; Park, Yae Won; Chang, Jong Hee; Kim, Se Hoon; Jain, Rajan; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Squamous cell carcinoma and lymphoma of the oropharynx: differentiation using a radiomics approach

Yonsei Medical Journal
2020 | Journal article
Contributors: Bae, Sohi; Choi, Yoon Seong; Sohn, Beomseok; Ahn, Sung Soo; Lee, Seung-Koo; Yang, Jaemoon; Kim, Jinna
Source: Self-asserted source
Yoon Seong Choi

Amide proton transfer imaging might predict survival and IDH mutation status in high-grade glioma

European radiology
2019 | Journal article
Contributors: Joo, Bio; Han, Kyunghwa; Ahn, Sung Soo; Choi, Yoon Seong; Chang, Jong Hee; Kang, Seok-Gu; Kim, Se Hoon; Zhou, Jinyuan; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

De novo intracranial aneurysms detected on imaging follow-up of coiled aneurysms in a Korean population

Korean Journal of Radiology
2019 | Journal article
Contributors: Park, Yae Won; Choi, Yoon Seong; Ahn, Sung Soo; Chang, Jong Hee; Kim, Se Hoon; Lee, Seung-Koo; Yeon, Eung Koo; Cho, Young Dae; Yoo, Dong Hyun; Lee, Su Hwan et al.
Source: Self-asserted source
Yoon Seong Choi

Deep learning in medicine. Are we ready?

Ann Acad Med Singapore
2019 | Journal article
Contributors: Ting, Daniel SW; Rim, Tyler H; Choi, Yoon Seong; Ledsam, Joseph R
Source: Self-asserted source
Yoon Seong Choi

Differentiation between spinal cord diffuse midline glioma with histone H3 K27M mutation and wild type: comparative magnetic resonance imaging

Neuroradiology
2019 | Journal article
Contributors: Jung, Jo Sung; Choi, Yoon Seong; Ahn, Sung Soo; Yi, Seong; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging

European radiology
2019 | Journal article
Contributors: Park, Yae Won; Oh, Jongmin; You, Seng Chan; Han, Kyunghwa; Ahn, Sung Soo; Choi, Yoon Seong; Chang, Jong Hee; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Radiomics MRI phenotyping with machine learning to predict the grade of lower-grade gliomas: a study focused on nonenhancing tumors

Korean journal of radiology
2019 | Journal article
Contributors: Park, Yae Won; Choi, Yoon Seong; Ahn, Sung Soo; Chang, Jong Hee; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

The added prognostic value of radiological phenotype combined with clinical features and molecular subtype in anaplastic gliomas

Journal of Neuro-Oncology
2019 | Journal article
Contributors: Lee, Minsu; Han, Kyunghwa; Ahn, Sung Soo; Bae, Sohi; Choi, Yoon Seong; Hong, Je Beom; Chang, Jong Hee; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Amide proton transfer imaging for differentiation of benign and atypical meningiomas

European radiology
2018 | Journal article
Contributors: Joo, Bio; Han, Kyunghwa; Choi, Yoon Seong; Lee, Seung-Koo; Ahn, Sung Soo; Chang, Jong Hee; Kang, Seok-Gu; Kim, Se Hoon; Zhou, Jinyuan
Source: Self-asserted source
Yoon Seong Choi

Functional communication profiles in children with cerebral palsy in relation to gross motor function and manual and intellectual ability

Yonsei medical journal
2018 | Journal article
Contributors: Choi, Ja Young; Park, Jieun; Choi, Yoon Seong; Goh, Yu-ra; Park, Eun Sook
Source: Self-asserted source
Yoon Seong Choi

Prediction of IDH1-Mutation and 1p/19q-Codeletion Status Using Preoperative MR Imaging Phenotypes in Lower Grade Gliomas

American Journal of Neuroradiology
2018 | Journal article
Contributors: Park, Y.W.; Han, K.; Ahn, S.S.; Bae, S.; Choi, Y.S.; Chang, J.H.; Kim, S.H.; Kang, S.-G.; Lee, S.-K.
Source: Self-asserted source
Yoon Seong Choi

Primary central nervous system lymphoma and atypical glioblastoma: Differentiation using radiomics approach

European Radiology
2018 | Journal article
Contributors: Suh, Hie Bum; Choi, Yoon Seong; Bae, Sohi; Ahn, Sung Soo; Chang, Jong Hee; Kang, Seok-Gu; Kim, Eui Hyun; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Radiomic MRI phenotyping of glioblastoma: improving survival prediction

Radiology
2018 | Journal article
Contributors: Bae, Sohi; Choi, Yoon Seong; Ahn, Sung Soo; Chang, Jong Hee; Kang, Seok-Gu; Kim, Eui Hyun; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Whole-tumor histogram and texture analyses of DTI for evaluation of IDH1-mutation and 1p/19q-codeletion status in World Health Organization grade II gliomas

American Journal of Neuroradiology
2018 | Journal article
Contributors: Park, YW; Han, K; Ahn, SS; Choi, YS; Chang, JH; Kim, SH; Kang, S-G; Kim, EH; Lee, S-K
Source: Self-asserted source
Yoon Seong Choi

Amide proton transfer imaging to discriminate between low-and high-grade gliomas: added value to apparent diffusion coefficient and relative cerebral blood volume

European radiology
2017 | Journal article
Contributors: Choi, Yoon Seong; Ahn, Sung Soo; Lee, Seung-Koo; Chang, Jong Hee; Kang, Seok-Gu; Kim, Se Hoon; Zhou, Jinyuan
Source: Self-asserted source
Yoon Seong Choi

Characterizing amide proton transfer imaging in haemorrhage brain lesions using 3T MRI

European radiology
2017 | Journal article
Contributors: Jeong, Ha-Kyu; Han, Kyunghwa; Zhou, Jinyuan; Zhao, Yansong; Choi, Yoon Seong; Lee, Seung-Koo; Ahn, Sung Soo
Source: Self-asserted source
Yoon Seong Choi

Gadolinium deposition in the brain: association with various GBCAs using a generalized additive model

European radiology
2017 | Journal article
Contributors: Bae, Sohi; Lee, Ho-Joon; Han, Kyunghwa; Park, Yae-Won; Choi, Yoon Seong; Ahn, Sung Soo; Kim, Jinna; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Language development and brain magnetic resonance imaging characteristics in preschool children with cerebral palsy

Journal of Speech, Language, and Hearing Research
2017 | Journal article
Contributors: Choi, Ja Young; Choi, Yoon Seong; Park, Eun Sook
Source: Self-asserted source
Yoon Seong Choi

Primary central nervous system lymphoma and atypical glioblastoma: differentiation using the initial area under the curve derived from dynamic contrast-enhanced MR and the apparent diffusion coefficient

European radiology
2017 | Journal article
Contributors: Choi, Yoon Seong; Lee, Ho-Joon; Ahn, Sung Soo; Chang, Jong Hee; Kang, Seok-Gu; Kim, Eui Hyun; Kim, Se Hoon; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Stroke risk among adult patients with third, fourth or sixth cranial nerve palsy: a Nationwide Cohort Study

Acta ophthalmologica
2017 | Journal article
Contributors: Rim, Tyler Hyungtaek; Han, Jinu; Choi, Yoon Seong; Lee, Taekjune; Kim, Sung Soo
Source: Self-asserted source
Yoon Seong Choi

The initial area under the curve derived from dynamic contrast-enhanced MRI improves prognosis prediction in glioblastoma with unmethylated MGMT promoter

American Journal of Neuroradiology
2017 | Journal article
Contributors: Choi, YS; Ahn, SS; Lee, H-J; Chang, JH; Kang, S-G; Kim, EH; Kim, SH; Lee, S-K
Source: Self-asserted source
Yoon Seong Choi

Application of dynamic contrast-enhanced MRI parameters for differentiating squamous cell carcinoma and malignant lymphoma of the oropharynx

American Journal of Roentgenology
2016 | Journal article
Contributors: Park, Mina; Kim, Jinna; Choi, Yoon Seong; Lee, Seung-Koo; Koh, Yoon Woo; Kim, Se-Heon; Choi, Eun Chang
Source: Self-asserted source
Yoon Seong Choi

Human papillomavirus and epidermal growth factor receptor in oral cavity and oropharyngeal squamous cell carcinoma: correlation with dynamic contrast-enhanced MRI parameters

American Journal of Roentgenology
2016 | Journal article
Contributors: Choi, Yoon Seong; Park, Mina; Kwon, Hyeong Ju; Koh, Yoon Woo; Lee, Seung-Koo; Kim, Jinna
Source: Self-asserted source
Yoon Seong Choi

Incremental prognostic value of ADC histogram analysis over MGMT promoter methylation status in patients with glioblastoma

Radiology
2016 | Journal article
Contributors: Choi, Yoon Seong; Ahn, Sung Soo; Kim, Dong Wook; Chang, Jong Hee; Kang, Seok-Gu; Kim, Eui Hyun; Kim, Se Hoon; Rim, Tyler Hyungtaek; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

Retinal artery occlusion and the risk of stroke development: twelve-year nationwide cohort study

Stroke
2016 | Journal article
Contributors: Rim, Tyler Hyungtaek; Han, Jinu; Choi, Yoon Seong; Hwang, Seung-sik; Lee, Christopher Seungkyu; Lee, Sung Chul; Kim, Sung Soo
Source: Self-asserted source
Yoon Seong Choi

Retinal vessel structure measurement using spectral-domain optical coherence tomography

Eye
2016 | Journal article
Contributors: Rim, TH; Choi, YS; Kim, SS; Kang, MJ; Oh, J; Park, S; Byeon, SH
Source: Self-asserted source
Yoon Seong Choi

The clinical outcomes of deep gray matter injury in children with cerebral palsy in relation with brain magnetic resonance imaging

Research in Developmental Disabilities
2016 | Journal article
Contributors: Choi, JY; Choi, YS; Rha, DW; Park, ES
Source: Self-asserted source
Yoon Seong Choi

Discrimination of tumorous intracerebral hemorrhage from benign causes using CT densitometry

American Journal of Neuroradiology
2015 | Journal article
Contributors: Choi, Yoon Seong; Rim, TH; Ahn, SS; Lee, S-K
Source: Self-asserted source
Yoon Seong Choi

Pretreatment Dynamic Contrast-Enhanced MR Imaging in Glioblastoma: Correlation Study with Genetic Profiles

Proc. Intl. Soc. Mag. Reson. Med
2015 | Conference paper
Contributors: Choi, Yoon Seong; Rim, Tyler Hyungtaek; Park, Mina; Lee, Ho-Joon; Ahn, Sung Soo; Kim, Jinna; Lee, Seung-Koo
Source: Self-asserted source
Yoon Seong Choi

The added prognostic value of preoperative dynamic contrast-enhanced MRI histogram analysis in patients with glioblastoma: analysis of overall and progression-free survival

American Journal of Neuroradiology
2015 | Journal article
Contributors: Choi, YS; Kim, DW; Lee, S-K; Chang, JH; Kang, S-G; Kim, EH; Kim, SH; Rim, TH; Ahn, SS
Source: Self-asserted source
Yoon Seong Choi

Four-dimensional real-time cine images of wrist joint kinematics using dual source CT with minimal time increment scanning

Yonsei medical journal
2013 | Journal article
Contributors: Choi, Yoon Seong; Lee, Young Han; Kim, Sungjun; Cho, Hee Woo; Song, Ho-Taek; Suh, Jin-Suck
Source: Self-asserted source
Yoon Seong Choi

Histological characteristics of small hepatocellular carcinomas showing atypical enhancement patterns on gadoxetic acid-enhanced MR imaging

Journal of Magnetic Resonance Imaging
2013 | Journal article
Contributors: Choi, Yoon Seong; Rhee, Hyungjin; Choi, Jin-Young; Chung, Yong Eun; Park, Young Nyun; Kim, Ki Whang; Kim, Myeong-Jin
Source: Self-asserted source
Yoon Seong Choi

Clinical and ultrasonographic findings affecting nondiagnostic results upon the second fine needle aspiration for thyroid nodules

Annals of surgical oncology
2012 | Journal article
Contributors: Choi, Yoon Seong; Hong, Soon Won; Kwak, Jin Young; Moon, Hee Jung; Kim, Eun-Kyung
Source: Self-asserted source
Yoon Seong Choi

How to manage thyroid nodules with two consecutive non-diagnostic results on ultrasonography-guided fine-needle aspiration

World journal of surgery
2012 | Journal article
Contributors: Moon, Hee Jung; Kwak, Jin Young; Choi, Yoon Seong; Kim, Eun-Kyung
Source: Self-asserted source
Yoon Seong Choi

Blood-Brain Barrier Stabilization Effects of Agmatine Assessed by Dynamic Contrast-Enhanced MRI in a Rat Model of Transient Cerebral Ischemia

Journal article
Contributors: Ahn, Sung Soo; Kim, Se Hoon; Lee, Jong Eun; Ahn, Kook Jin; Kim, Dong Joon; Choi, Hyun Seok; Lee, Seung-Koo; Choi, Yoon Seong
Source: Self-asserted source
Yoon Seong Choi

Peer review (16 reviews for 4 publications/grants)

Review activity for Insights into imaging. (8)
Review activity for Magnetic resonance imaging. (1)
Review activity for Neuroradiology (3)
Review activity for The British journal of radiology. (4)
How many people are using ORCID?