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B. Sohn · SciRah

Researcher profile · Semantic Scholar

B. Sohn

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B. Sohn — researcher profile on SciRah

h-index: 13
Works: 49
Citations: 757

Most-cited papers

MRI-detected extramural vascular invasion is an independent prognostic factor for synchronous metastasis in patients with rectal cancer
B. Sohn, J. Lim, Honsoul Kim, Sungmin Myoung +3 more
2015European Radiology137 citations Open access
Semantic Scholar
Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales
Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon +6 more
2023AAAI Conference on Artificial Intelligence85 citations
Semantic Scholar
A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance
B. Joo, S. Ahn, P. Yoon, S. Bae +6 more
2020European Radiology72 citations Open access
Semantic Scholar
Shear wave velocity measurements using acoustic radiation force impulse in young children with normal kidneys versus hydronephrotic kidneys
B. Sohn, Myung-Joon Kim, S. Han, Y. Im +1 more
2014Ultrasonography56 citations Open access
Semantic Scholar
Development and Validation of a Deep Learning–Based Model to Distinguish Glioblastoma from Solitary Brain Metastasis Using Conventional MR Images
I. Shin, H. Kim, S. Ahn, B. Sohn +4 more
2021American Journal of Neuroradiology52 citations Open access
Semantic Scholar
Machine Learning Based Radiomic HPV Phenotyping of Oropharyngeal SCC: A Feasibility Study Using MRI
B. Sohn, Y. Choi, S. Ahn, Hwiyoung Kim +3 more
2020The Laryngoscope38 citations Open access
Semantic Scholar
Radiomics using non-contrast CT to predict hemorrhagic transformation risk in stroke patients undergoing revascularization
Joonnyung Heo, Yongsik Sim, B. Kim, Dong Joon Kim +6 more
2024European Radiology31 citations
Semantic Scholar
Radiomics-based prediction of multiple gene alteration incorporating mutual genetic information in glioblastoma and grade 4 astrocytoma, IDH-mutant
B. Sohn, Chansik An, Dain Kim, S. Ahn +5 more
2021Journal of Neuro-Oncology27 citations Open access
Semantic Scholar
A Deep Learning Model with High Standalone Performance for Diagnosis of Unruptured Intracranial Aneurysm
B. Joo, H. Choi, S. Ahn, J. Cha +9 more
2021Yonsei medical journal22 citations Open access
Semantic Scholar
Is there an additive value of 18 F-FDG PET-CT to CT/MRI for detecting nodal metastasis in oropharyngeal squamous cell carcinoma patients with palpably negative neck?
B. Sohn, Y. Koh, W. Kang, Jae-Hoon Lee +2 more
2016Acta Radiologica21 citations Open access
Semantic Scholar
Prediction of cerebral hemorrhagic transformation after thrombectomy using a deep learning of dual-energy CT
Joonnyung Heo, Youngno Yoon, H. Han, Jung-Jae Kim +7 more
2023European Radiology20 citations
Semantic Scholar
Deep Learning–Based Software Improves Clinicians' Detection Sensitivity of Aneurysms on Brain TOF-MRA
B. Sohn, K.-Y. Park, J. Choi, J. Koo +6 more
2021American Journal of Neuroradiology19 citations Open access
Semantic Scholar
Squamous Cell Carcinoma and Lymphoma of the Oropharynx: Differentiation Using a Radiomics Approach
S. Bae, Y. Choi, B. Sohn, S. Ahn +3 more
2020Yonsei medical journal13 citations Open access
Semantic Scholar
Development and Testing of a Machine Learning Model Using 18F-Fluorodeoxyglucose PET/CT-Derived Metabolic Parameters to Classify Human Papillomavirus Status in Oropharyngeal Squamous Carcinoma
Changsoo Woo, Kwanhyeong Jo, B. Sohn, Kisung Park +4 more
2023Korean Journal of Radiology12 citations Open access
Semantic Scholar
Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy
Kyung Min Kim, Heewon Hwang, B. Sohn, Kisung Park +6 more
2022Korean Journal of Radiology12 citations Open access
Semantic Scholar
Intestinal lesions in pediatric Crohn disease: comparative detectability among pulse sequences at MR enterography
B. Sohn, Myung-Joon Kim, H. Koh, Kyunghwa Han +1 more
2014Pediatric Radiology12 citations Open access
Semantic Scholar
The influence of pituitary volume on the growth response in growth hormone-treated children with growth hormone deficiency or idiopathic short stature
J. Oh, B. Sohn, Youngha Choi, Kyungchul Song +3 more
2023Annals of Pediatric Endocrinology & Metabolism11 citations Open access
Semantic Scholar
Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports
Minjae Kim, Kai Tzu-iunn Ong, Seonah Choi, Jinyoung Yeo +9 more
2023European Radiology11 citations
Semantic Scholar
Clinical Usefulness of [18F]FDG PET-CT and CT/MRI for Detecting Nodal Metastasis in Patients with Hypopharyngeal Squamous Cell Carcinoma
Na-Young Shin, Jae-Hoon Lee, W. Kang, Y. Koh +2 more
2014Annals of Surgical Oncology10 citations Open access
Semantic Scholar
Glymphatic dysfunction links vascular pathology to Alzheimer’s biomarkers and cognitive decline
Sung Hoon Kang, Seongmi Kim, Young Ju Kim, H. Yoo +19 more
2026Alzheimer's Research & Therapy9 citations
Semantic Scholar
Multiparametric MRI–based radiomics model for predicting human papillomavirus status in oropharyngeal squamous cell carcinoma: optimization using oversampling and machine learning techniques
Yongsik Sim, Minjae Kim, Jinna Kim, Seung-Koo Lee +2 more
2023European Radiology9 citations
Semantic Scholar
MRI‐Based Radiomics Approach for Differentiating Juvenile Myoclonic Epilepsy from Epilepsy with Generalized Tonic–Clonic Seizures Alone
Yongsik Sim, Seung-Koo Lee, Minkyung Chu, Won-Joo Kim +3 more
2023Journal of Magnetic Resonance Imaging9 citations
Semantic Scholar
Dynamic contrast-enhanced MRI radiomics model predicts epidermal growth factor receptor amplification in glioblastoma, IDH-wildtype
B. Sohn, K. Park, S. Ahn, Y. Park +5 more
2023Journal of Neuro-Oncology9 citations
Semantic Scholar
Quality assessment of stroke radiomics studies: Promoting clinical application.
B. Sohn, S. Won
2023European Journal of Radiology8 citations
Semantic Scholar
The Inferior Cerebellar Peduncle Sign: A Novel Imaging Marker for Differentiating Multiple System Atrophy Cerebellar Type from Spinocerebellar Ataxia
C. Lim, Yujin Seo, B. Sohn, M. Seong +4 more
2024American Journal of Neuroradiology7 citations Open access
Semantic Scholar
A Radiomics-Based Model with the Potential to Differentiate Growth Hormone Deficiency and Idiopathic Short Stature on Sella MRI
T. Lee, Kyungchul Song, B. Sohn, Jihwan Eom +3 more
2022Yonsei medical journal7 citations Open access
Semantic Scholar
Sandwich spatial saturation for neuromelanin-sensitive MRI: Development and multi-center trial
Sooyeon Ji, Eun-Jung Choi, B. Sohn, Kyoungwon Baik +9 more
2022NeuroImage7 citations Open access
Semantic Scholar
Real-world application of a 3D deep learning model for detecting and localizing cerebral microbleeds
S. Won, Jun-Ho Kim, Changsoo Woo, Dong-Hyun Kim +5 more
2024Acta Neurochirurgica5 citations
Semantic Scholar
Evidence-Empowered Transfer Learning for Alzheimer’s Disease
Kai Tzu-iunn Ong, Hana Kim, Minjin Kim, Jinseong Jang +5 more
2023IEEE International Symposium on Biomedical Imaging5 citations Open access
Semantic Scholar
Effect of Deep Learning-Based Artificial Intelligence on Radiologists’ Performance in Identifying Nigrosome 1 Abnormalities on Susceptibility Map-Weighted Imaging
Jiyeon Park, Chae-Young Lim, S. Won, H. K. Na +8 more
2025Korean Journal of Radiology4 citations Open access
Semantic Scholar
Local gyrification index and sulcal depth as imaging markers of cognitive decline in Alzheimer’s disease
Yongsik Sim, Changmin Seo, Young-gun Lee, B. Ye +2 more
2025Frontiers in Aging Neuroscience3 citations Open access
Semantic Scholar
Radiomics and PD-L1 expression predict immunotherapy benefits in patients with head and neck squamous cell carcinoma.
Yongsik Sim, B. Sohn, Sooyon Kim, H. R. Kim +4 more
2024Future Oncology3 citations
Semantic Scholar
18F-FDG PET/CT Parameters Enhance MRI Radiomics for Predicting Human Papilloma Virus Status in Oropharyngeal Squamous Cell Carcinoma
Kwanhyeong Jo, Jinna Kim, Hojin Cho, Won Jun Kang +2 more
2023Yonsei medical journal3 citations Open access
Semantic Scholar
Multimodal deep learning model for prediction of prognosis in central nervous system inflammation
Bo Kyu Choi, Y. Choi, Sooyoung Jang, Woo-Seok Ha +5 more
2025Brain Communications2 citations Open access
Semantic Scholar
Need for Transparency and Clinical Interpretability in Hemorrhagic Stroke Artificial Intelligence Research: Promoting Effective Clinical Application
Chae-Young Lim, B. Sohn, M. Seong, E. Kim +2 more
2024Yonsei medical journal2 citations Open access
Semantic Scholar
Prediction of hemorrhagic transformation in acute ischemic stroke: a never-ending endeavor
Joonnyung Heo, B. Sohn
2024European Radiology2 citations
Semantic Scholar
Term equivalent age brain MRI of preterm newborns: gathering the pieces for prognostication
Jeong-eun Shin, B. Sohn
2023European Radiology2 citations Open access
Semantic Scholar
Agentic Artificial Intelligence for the Automated Generation of Accurate Summary Podcasts of Radiology Research Papers
Jeong Hyun Lee, Kyowon Gu, Jaeseung Shin, J. Min +23 more
2026Korean Journal of Radiology1 citations Open access
Semantic Scholar
Development and Multicenter, Multiprotocol Validation of Neural Network for Aberrant Right Subclavian Artery Detection
S. Won, Ilah Shin, E. Kim, Seung-Koo Lee +2 more
2024Yonsei medical journal1 citations Open access
Semantic Scholar
Focal Fat Deposition Developed in the Segment IV of the Liver Following Gastrectomy Mimicking a Hepatic Metastasis: Two Case Reports.
B. Sohn, J. Lim, J. Woo, Myeong-Jin Kim +1 more
20121 citations Open access
Semantic Scholar
Comparative evaluation of automated MRI-based brain volumetry software for estimating cognitive domains in early Alzheimer’s disease
Chae-Young Lim, Yongsik Sim, Young-gun Lee, B. Ye +1 more
2026BMC Medical Imaging0 citations Open access
Semantic Scholar
Development and Validation of an MRI-Based Brain Volumetry Model Predicting Poor Psychomotor Outcomes in Preterm Neonates
J. Park, Jungho Han, In Gyu Song, Seon Eun Ho +3 more
2025Journal of Clinical Medicine0 citations Open access
Semantic Scholar
Atrophy of cerebellum Crus I indicates poor outcome of cochlear implantation in the elderly
Jun Yup Kim, Dongyeop Kim, Ju-Chan Jung, B. Sohn +3 more
2025Scientific Reports0 citations
Semantic Scholar
A Novel Landmark-based Semi-supervised Deep Learning Method for Cerebral Aneurysm Detection Using TOF-MRA
Hyeonsik Yang, Jieun Park, E. Kim, Min-Ho Lee +4 more
2024Journal of the Korean Neurological Association0 citations Open access
Semantic Scholar
Response to “Radiomic Models for Diagnosing Juvenile Myoclonic Epilepsy Should Note Its Genetic Heterogeneity”
Kyung Min Kim, Heewon Hwang, B. Sohn
2023Korean Journal of Radiology0 citations Open access
Semantic Scholar
CT Findings of Sporadic Cherubism in a 6-Year-Old Boy
B. Sohn, Jinna Kim, Na-Young Shin, Chang-Hoon Kim
20140 citations Open access
Semantic Scholar
Clinical Utility of 18 F-FDG PET-CT and CT / MRI for Detecting Nodal Metastasis in Oropharyngeal Squamous Cell Carcinoma Patients with N 0 Neck
B. Sohn
20130 citations
Semantic Scholar
High reproducibility of sandwich spatial saturation neuromelanin imaging (sandwichNM): multicenter and test-retest results
Sooyeon Ji, Eun-Jung Choi, B. Sohn, E. Kim +8 more
ISMRM Annual Meeting0 citations
Semantic Scholar
Multiecho sandwich spatial saturation neuromelanin imaging: improved nigral hyperintensity and need for T2* correction in NM-sensitive images
Sooyeon Ji, Eun-Jung Choi, B. Sohn, Kyoungwon Baik +8 more
ISMRM Annual Meeting0 citations
Semantic Scholar

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S. Won×7
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B. Joo — researcher profile on SciRah