Ho Sung Kim
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Ho Sung Kim has a total of 613 co-authors. Here are the top co-authors by number of shared publications:
- Ji Eun Park
Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea; Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
54 shared publications Sang Joon Kim
Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea; and
26 shared publications- Chong Hyun Suh
Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
22 shared publications Jeong Hoon Kim
Department of Neurosurgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
18 shared publicationsJi Eun Park
Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
18 shared publications- Sang Joon Kim
Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
18 shared publications
Latest Publications
- Open Access
- 30 May 2026
- Published by Elsevier in The Breast
- Vol. 88, 104826
Enhanced prognostic score for breast cancer brain metastases incorporating contemporary clinical features and leptomeningeal disease: Development and validation
- 30 May 2026
- Published by Elsevier in The Breast
- Vol. 88, 104826
Open AccessEnhanced prognostic score for breast cancer brain metastases incorporating contemporary clinical features and leptomeningeal disease: Development and validation
- 8 May 2026
- Published by American Society of Neuroradiology (ASNR) in American Journal of Neuroradiology
- p. ajnr.A9405
Associations between Paramagnetic Rim Lesions and Gadolinium Contrast Permeability of Perivascular Spaces in Patients with MS: A T1 Mapping Study
Paramagnetic rim lesions (PRLs) are established biomarkers of chronic active inflammation in patients with multiple sclerosis (MS). Gadolinium enhancement in basal ganglia perivascular spaces (BGPVS), reflecting blood-brain barrier (BBB) permeability, represents an emerging but underexplored marker of neurovascular dysfunction. This study primarily investigated whether PRL burden is independently associated with BGPVS gadolinium enhancement. Secondarily, choroid plexus (CP) volume and the DTI-based Analysis along the Perivascular Space (ALPS) index were compared between patients with MS and healthy controls as exploratory glymphatic markers. This retrospective study (Nov 2023-Aug 2024) included patients with MS and age- and sex-matched controls who underwent 3T MRI with pre- and post-contrast T1 mapping and quantitative susceptibility mapping (QSM). PRLs were counted on QSM. Post-gadolinium BGPVS T1 enhancement, white matter hyperintensity (WMH) volume, CP volume fraction, and the ALPS index were quantified. Correlation, partial correlation adjusted for age and sex, and multivariable Poisson regression analyses with Benjamini-Hochberg false discovery rate correction identified predictors of PRL burden. A total of 144 patients with MS (mean age, 44 years ± 13 years; 105 females) and 34 controls (mean age, 49.9 years ± 16.6 years; 18 females) were evaluated. Compared with the controls, patients with MS had a lower ALPS index (1.44 ± 0.20 vs 1.56 ± 0.17; P=0.01), higher CP volume fraction (0.21% ± 0.05% vs 0.19% ± 0.04%; P=0.04), and greater BGPVS enhancement (absolute ΔT1, 92.8 ms ± 22.9 ms vs 80.7 ms ± 16.8 ms; P=0.02). The PRL count was negatively correlated with age (r=-0.378, P<0.001) and positively correlated with WMH volume (r=0.437, P<0.001) and BGPVS enhancement (r=0.219, P=0.02). After adjusting for age and sex, partial correlations confirmed significant associations between PRL count and WMH volume (r=0.477, q<0.001), CP volume fraction (r=0.297, q<0.001), and BGPVS enhancement (r=0.346, q<0.001). Multivariable Poisson regression confirmed younger age (IRR=0.91, P<0.001), higher WMH volume (IRR=1.87, P<0.001), CP volume fraction (IRR=1.46, P<0.001), and BGPVS enhancement (IRR=1.47, P<0.001) as independent predictors of PRL count. PRL burden is independently associated with increased gadolinium permeability of BGPVS, linking focal chronic active inflammation to broader blood-brain-barrier dysfunction in patients with MS.
- 8 May 2026
- Published by American Society of Neuroradiology (ASNR) in American Journal of Neuroradiology
- p. ajnr.A9405
Associations between Paramagnetic Rim Lesions and Gadolinium Contrast Permeability of Perivascular Spaces in Patients with MS: A T1 Mapping Study
Paramagnetic rim lesions (PRLs) are established biomarkers of chronic active inflammation in patients with multiple sclerosis (MS). Gadolinium enhancement in basal ganglia perivascular spaces (BGPVS), reflecting blood-brain barrier (BBB) permeability, represents an emerging but underexplored marker of neurovascular dysfunction. This study primarily investigated whether PRL burden is independently associated with BGPVS gadolinium enhancement. Secondarily, choroid plexus (CP) volume and the DTI-based Analysis along the Perivascular Space (ALPS) index were compared between patients with MS and healthy controls as exploratory glymphatic markers. This retrospective study (Nov 2023-Aug 2024) included patients with MS and age- and sex-matched controls who underwent 3T MRI with pre- and post-contrast T1 mapping and quantitative susceptibility mapping (QSM). PRLs were counted on QSM. Post-gadolinium BGPVS T1 enhancement, white matter hyperintensity (WMH) volume, CP volume fraction, and the ALPS index were quantified. Correlation, partial correlation adjusted for age and sex, and multivariable Poisson regression analyses with Benjamini-Hochberg false discovery rate correction identified predictors of PRL burden. A total of 144 patients with MS (mean age, 44 years ± 13 years; 105 females) and 34 controls (mean age, 49.9 years ± 16.6 years; 18 females) were evaluated. Compared with the controls, patients with MS had a lower ALPS index (1.44 ± 0.20 vs 1.56 ± 0.17; P=0.01), higher CP volume fraction (0.21% ± 0.05% vs 0.19% ± 0.04%; P=0.04), and greater BGPVS enhancement (absolute ΔT1, 92.8 ms ± 22.9 ms vs 80.7 ms ± 16.8 ms; P=0.02). The PRL count was negatively correlated with age (r=-0.378, P<0.001) and positively correlated with WMH volume (r=0.437, P<0.001) and BGPVS enhancement (r=0.219, P=0.02). After adjusting for age and sex, partial correlations confirmed significant associations between PRL count and WMH volume (r=0.477, q<0.001), CP volume fraction (r=0.297, q<0.001), and BGPVS enhancement (r=0.346, q<0.001). Multivariable Poisson regression confirmed younger age (IRR=0.91, P<0.001), higher WMH volume (IRR=1.87, P<0.001), CP volume fraction (IRR=1.46, P<0.001), and BGPVS enhancement (IRR=1.47, P<0.001) as independent predictors of PRL count. PRL burden is independently associated with increased gadolinium permeability of BGPVS, linking focal chronic active inflammation to broader blood-brain-barrier dysfunction in patients with MS.
- Open Access
- 1 January 2026
- Published by XMLink in Korean Journal of Radiology
- Vol. 27 (11) , 1075-1093
Imaging of Isocitrate Dehydrogenase-Mutant Gliomas in the Era of Isocitrate Dehydrogenase Inhibitors: What Radiologists Need to Know
Park YW, et al. Korean J Radiol. 2026 Nov;27(11):1075-1093. https://doi.org/10.3348/kjr.2026.1078
- 1 January 2026
- Published by XMLink in Korean Journal of Radiology
- Vol. 27 (11) , 1075-1093
Open AccessImaging of Isocitrate Dehydrogenase-Mutant Gliomas in the Era of Isocitrate Dehydrogenase Inhibitors: What Radiologists Need to Know
Park YW, et al. Korean J Radiol. 2026 Nov;27(11):1075-1093. https://doi.org/10.3348/kjr.2026.1078
- Open Access
- 1 January 2026
- Published by XMLink in Journal of Clinical Neurology
- Vol. 22 (2) , 193-202
Comparing Susceptibility-Weighted Imaging and T2* Gradient-Recalled Echo for Cerebral Microbleeds Detection: A Systematic Review and Meta-Analysis
Yang SJ, et al. J Clin Neurol. 2026 Jan;22:e11. https://doi.org/10.3988/jcn.2025.0324
- 1 January 2026
- Published by XMLink in Journal of Clinical Neurology
- Vol. 22 (2) , 193-202
Open AccessComparing Susceptibility-Weighted Imaging and T2* Gradient-Recalled Echo for Cerebral Microbleeds Detection: A Systematic Review and Meta-Analysis
Yang SJ, et al. J Clin Neurol. 2026 Jan;22:e11. https://doi.org/10.3988/jcn.2025.0324
- 8 November 2025
- Published by Springer Nature in Neuroradiology
- Vol. 67 (12) , 3555-3563
Data-Driven differentiation of idiopathic Normal-Pressure hydrocephalus and progressive supranuclear palsy via automated volumetric analysis
Purpose This study aims to develop automated machine learning methods to differentiate idiopathic normal pressure hydrocephalus (iNPH) from progressive supranuclear palsy (PSP) using advanced imaging features and volumetric analysis. Methods We analyzed T1-weighted 3D brain MRI scans of iNPH and PSP patients using automated component measurement acquisition and deep learning-based automated volumetric analysis. We grouped the MRI features as brainstem subgroup, volumetrics subgroup, midbrain to pons (MP) ratio subgroup (included the midbrain to pons area ratio and volume ratio), and disproportionately enlarged subarachnoid space hydrocephalus (DESH) subgroup (included the callosal angle, Sylvian fissure empty ratio, vertex region crowding ratio, and Evans’ index). Key imaging features were quantified, and statistical comparisons were conducted to identify distinguishing characteristics. Machine learning models were applied to evaluate feature effectiveness and improve diagnostic classification accuracy. Results This study analyzed 192 patients (132 iNPH, 60 PSP) and found significant differences in midbrain volume, midbrain to pons volume ratio, callosal angle, Sylvian fissure empty ratio, vertex region crowding ratio, and Evans’ index. Machine learning models, particularly the linear Support Vector Machine (SVM), achieved high diagnostic accuracy (AUROC = 0.98) in distinguishing iNPH from PSP. Volumetric analysis outperformed other feature subgroups. Conclusion The deep learning-based automated brain volumetric analysis achieved high diagnostic accuracy in distinguishing iNPH from PSP using T1-weighted brain MR images.
- 8 November 2025
- Published by Springer Nature in Neuroradiology
- Vol. 67 (12) , 3555-3563
Data-Driven differentiation of idiopathic Normal-Pressure hydrocephalus and progressive supranuclear palsy via automated volumetric analysis
Purpose This study aims to develop automated machine learning methods to differentiate idiopathic normal pressure hydrocephalus (iNPH) from progressive supranuclear palsy (PSP) using advanced imaging features and volumetric analysis. Methods We analyzed T1-weighted 3D brain MRI scans of iNPH and PSP patients using automated component measurement acquisition and deep learning-based automated volumetric analysis. We grouped the MRI features as brainstem subgroup, volumetrics subgroup, midbrain to pons (MP) ratio subgroup (included the midbrain to pons area ratio and volume ratio), and disproportionately enlarged subarachnoid space hydrocephalus (DESH) subgroup (included the callosal angle, Sylvian fissure empty ratio, vertex region crowding ratio, and Evans’ index). Key imaging features were quantified, and statistical comparisons were conducted to identify distinguishing characteristics. Machine learning models were applied to evaluate feature effectiveness and improve diagnostic classification accuracy. Results This study analyzed 192 patients (132 iNPH, 60 PSP) and found significant differences in midbrain volume, midbrain to pons volume ratio, callosal angle, Sylvian fissure empty ratio, vertex region crowding ratio, and Evans’ index. Machine learning models, particularly the linear Support Vector Machine (SVM), achieved high diagnostic accuracy (AUROC = 0.98) in distinguishing iNPH from PSP. Volumetric analysis outperformed other feature subgroups. Conclusion The deep learning-based automated brain volumetric analysis achieved high diagnostic accuracy in distinguishing iNPH from PSP using T1-weighted brain MR images.
- 26 September 2025
- Published by Springer Nature in Neuroradiology
- Vol. 68 (2) , 493-501
Association between cerebrovascular imaging markers and glymphatic function in a large-scale cognitively normal population
Purpose This study aimed to investigate the association between cerebrovascular imaging markers and glymphatic function in cognitively normal individuals. Methods This retrospective study included 574 cognitively normal participants who underwent brain magnetic resonance imaging from January to October 2023. Glymphatic function was assessed using diffusion tensor image analysis along the perivascular space index (ALPS-index). Cerebrovascular imaging markers, including white matter hyperintensity (WMH) burden, cerebral microbleeds (CMBs), and choroid plexus volume (CPV), were quantified using automated segmentation methods. The presence of lacunes in the basal ganglia or old infarcts in other areas was visually determined. Associations between cerebrovascular markers and ALPS-index were analyzed using multivariable regression and partial correlation analyses. Results The mean age of the included participants was 68.9 ± 10.4 years (male, 40.9%; hypertension, 43.7%; diabetes, 20.4%; Mini-Mental State Examination [MMSE] score, 27.6 ± 1.6). A lower ALPS-index, reflecting impaired glymphatic clearance, was significantly associated with higher WMH burden (β=–0.231, p < 0.001), increased CPV fraction (β=–0.234, p < 0.001), and a greater number of deep CMBs (β=–0.087, p = 0.038). The participants with basal ganglia lacunes (ALPS-index: 1.32 ± 0.19), old infarcts other than basal ganglia (ALPS-index: 1.34 ± 0.19), or both (ALPS-index: 1.27 ± 0.19) had significantly lower ALPS-indices than those without these conditions (ALPS-index: 1.43 ± 0.21; all, p < 0.001). Conclusion Cerebrovascular imaging findings are significantly associated with glymphatic dysfunction in cognitively normal individuals, highlighting the need for further studies on glymphatic-targeted interventions in cerebrovascular disease prevention.
- 26 September 2025
- Published by Springer Nature in Neuroradiology
- Vol. 68 (2) , 493-501
Association between cerebrovascular imaging markers and glymphatic function in a large-scale cognitively normal population
Purpose This study aimed to investigate the association between cerebrovascular imaging markers and glymphatic function in cognitively normal individuals. Methods This retrospective study included 574 cognitively normal participants who underwent brain magnetic resonance imaging from January to October 2023. Glymphatic function was assessed using diffusion tensor image analysis along the perivascular space index (ALPS-index). Cerebrovascular imaging markers, including white matter hyperintensity (WMH) burden, cerebral microbleeds (CMBs), and choroid plexus volume (CPV), were quantified using automated segmentation methods. The presence of lacunes in the basal ganglia or old infarcts in other areas was visually determined. Associations between cerebrovascular markers and ALPS-index were analyzed using multivariable regression and partial correlation analyses. Results The mean age of the included participants was 68.9 ± 10.4 years (male, 40.9%; hypertension, 43.7%; diabetes, 20.4%; Mini-Mental State Examination [MMSE] score, 27.6 ± 1.6). A lower ALPS-index, reflecting impaired glymphatic clearance, was significantly associated with higher WMH burden (β=–0.231, p < 0.001), increased CPV fraction (β=–0.234, p < 0.001), and a greater number of deep CMBs (β=–0.087, p = 0.038). The participants with basal ganglia lacunes (ALPS-index: 1.32 ± 0.19), old infarcts other than basal ganglia (ALPS-index: 1.34 ± 0.19), or both (ALPS-index: 1.27 ± 0.19) had significantly lower ALPS-indices than those without these conditions (ALPS-index: 1.43 ± 0.21; all, p < 0.001). Conclusion Cerebrovascular imaging findings are significantly associated with glymphatic dysfunction in cognitively normal individuals, highlighting the need for further studies on glymphatic-targeted interventions in cerebrovascular disease prevention.
- 1 May 2025
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 315 (2) , e241393
Maximum Resection of Noncontrast-enhanced Tumor at MRI Is a Favorable Prognostic Factor in IDH Wild-Type Glioblastoma
Gross total resection of noncontrast-enhanced tumor was an independent prognostic factor for longer overall survival, regardless of age and O6-methylguanine DNA methyltransferase promoter methylation status, in patients with isocitrate dehydrogenase wild-type glioblastoma.
- 1 May 2025
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 315 (2) , e241393
Maximum Resection of Noncontrast-enhanced Tumor at MRI Is a Favorable Prognostic Factor in IDH Wild-Type Glioblastoma
Gross total resection of noncontrast-enhanced tumor was an independent prognostic factor for longer overall survival, regardless of age and O6-methylguanine DNA methyltransferase promoter methylation status, in patients with isocitrate dehydrogenase wild-type glioblastoma.
- 22 April 2025
- Published by Wolters Kluwer Health in Neurology
- Vol. 104 (8) , e213483
Incidence of Amyloid-Related Imaging Abnormalities in Phase III Clinical Trials of Anti-Amyloid-β Immunotherapy
Amyloid-related imaging abnormalities (ARIA) are key safety considerations in anti-amyloid-β (Aβ) immunotherapy. ARIA can be categorized into 2 types: ARIA characterized by edema and effusion (ARIA-E) or microhemorrhages and superficial siderosis (ARIA-H). In this study, we assessed the incidence of ARIA in phase 3 randomized controlled trials (RCTs) of anti-Aβ immunotherapy and compared the incidence among different agents and APOE ε4 carrier status. PubMed and Embase databases were searched for phase 3 RCTs of anti-Aβ immunotherapy published on or before May 23, 2024. The inclusion criteria were phase 3 trials of anti-Aβ immunotherapy for mild cognitive impairment due to Alzheimer disease (AD) or mild AD dementia, with sufficient data on ARIA-E/H. The pooled incidences of ARIA and subgroup analyses according to various agents and APOE ε4 carrier status were calculated. A sensitivity analysis excluding outliers was performed. The pooled odds ratio (OR) of ARIA-E according to the APOE ε4 carrier status was also calculated. Nine phase 3 RCT cohorts from 8 eligible studies were identified, analyzing data from 6,315 patients. The pooled incidence of ARIA-E was 9.5% (95% CI 2.8%-27.3%), and the adjusted pooled incidence of ARIA-E was 25.5% (95% CI 20.4%-31.8%) in the sensitivity analysis. The pooled incidence of symptomatic ARIA-E was 6.7% (95% CI 3.5%-12.5%) and that of severe ARIA-E was 3.5% (95% CI 13.8%-8.4%). The pooled incidence of ARIA-H was 17.8% (95% CI 11.0%-27.5%), with the incidence of superficial siderosis was 9.3% (95% CI 6.1%-13.9%). The pooled incidence of isolated ARIA-H was 8.7% (95% CI 7.6%-10.1%). Subgroup analysis showed that homozygous APOE ε4 carriers had significantly higher odds of developing ARIA-E (OR 5.6, 95% CI 3.8-8.2, p < 0.001) than noncarriers. Heterozygous APOE ε4 carriers also had significantly higher odds of developing ARIA-E (OR 1.9, 95% CI 1.5-2.4, p < 0.001) than noncarriers. Although limited by small sample size and cohort-level data, our meta-analysis shows the adjusted pooled incidence of ARIA-E was 25.5% and the pooled incidence of ARIA-H was 17.8% in the recent phase 3 RCTs of anti-Aβ immunotherapy. Homozygous APOE ε4 carriers have a 5.6-fold higher risk of developing ARIA-E than noncarriers.
- 22 April 2025
- Published by Wolters Kluwer Health in Neurology
- Vol. 104 (8) , e213483
Incidence of Amyloid-Related Imaging Abnormalities in Phase III Clinical Trials of Anti-Amyloid-β Immunotherapy
Amyloid-related imaging abnormalities (ARIA) are key safety considerations in anti-amyloid-β (Aβ) immunotherapy. ARIA can be categorized into 2 types: ARIA characterized by edema and effusion (ARIA-E) or microhemorrhages and superficial siderosis (ARIA-H). In this study, we assessed the incidence of ARIA in phase 3 randomized controlled trials (RCTs) of anti-Aβ immunotherapy and compared the incidence among different agents and APOE ε4 carrier status. PubMed and Embase databases were searched for phase 3 RCTs of anti-Aβ immunotherapy published on or before May 23, 2024. The inclusion criteria were phase 3 trials of anti-Aβ immunotherapy for mild cognitive impairment due to Alzheimer disease (AD) or mild AD dementia, with sufficient data on ARIA-E/H. The pooled incidences of ARIA and subgroup analyses according to various agents and APOE ε4 carrier status were calculated. A sensitivity analysis excluding outliers was performed. The pooled odds ratio (OR) of ARIA-E according to the APOE ε4 carrier status was also calculated. Nine phase 3 RCT cohorts from 8 eligible studies were identified, analyzing data from 6,315 patients. The pooled incidence of ARIA-E was 9.5% (95% CI 2.8%-27.3%), and the adjusted pooled incidence of ARIA-E was 25.5% (95% CI 20.4%-31.8%) in the sensitivity analysis. The pooled incidence of symptomatic ARIA-E was 6.7% (95% CI 3.5%-12.5%) and that of severe ARIA-E was 3.5% (95% CI 13.8%-8.4%). The pooled incidence of ARIA-H was 17.8% (95% CI 11.0%-27.5%), with the incidence of superficial siderosis was 9.3% (95% CI 6.1%-13.9%). The pooled incidence of isolated ARIA-H was 8.7% (95% CI 7.6%-10.1%). Subgroup analysis showed that homozygous APOE ε4 carriers had significantly higher odds of developing ARIA-E (OR 5.6, 95% CI 3.8-8.2, p < 0.001) than noncarriers. Heterozygous APOE ε4 carriers also had significantly higher odds of developing ARIA-E (OR 1.9, 95% CI 1.5-2.4, p < 0.001) than noncarriers. Although limited by small sample size and cohort-level data, our meta-analysis shows the adjusted pooled incidence of ARIA-E was 25.5% and the pooled incidence of ARIA-H was 17.8% in the recent phase 3 RCTs of anti-Aβ immunotherapy. Homozygous APOE ε4 carriers have a 5.6-fold higher risk of developing ARIA-E than noncarriers.
- Open Access
- 1 January 2025
- Published by XMLink in Journal of the Korean Society of Radiology
- Vol. 86 (1) , 17-33
Anti-Amyloid Imaging Abnormality in the Era of Anti-Amyloid Beta Monoclonal Antibodies: Recent Updates for the Radiologist
정소영, et al. J Korean Soc Radiol. 2025 Jan;86(1):17-33. https://doi.org/10.3348/jksr.2024.0140
- 1 January 2025
- Published by XMLink in Journal of the Korean Society of Radiology
- Vol. 86 (1) , 17-33
Open AccessAnti-Amyloid Imaging Abnormality in the Era of Anti-Amyloid Beta Monoclonal Antibodies: Recent Updates for the Radiologist
정소영, et al. J Korean Soc Radiol. 2025 Jan;86(1):17-33. https://doi.org/10.3348/jksr.2024.0140