Sung Woo Joo
Biographic Data
| ID | 7521690 |
|---|---|
| NAME | Sung Woo Joo |
| GIVEN NAMES | Sung Woo |
| FAMILY NAME | Joo |
| SIGNATURE | JOO S W |
| AFFILIATIONS | University of Ulsan |
| ORCID | 0000-0001-6555-9110 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
A multimodal ensemble stacking model improves brain age prediction and reveals associations with schizophrenia symptoms
Our findings demonstrate that integrating sMRI and FA features improves brain age prediction accuracy and generalization. Furthermore, the correlation between brainPAD and clinical symptoms highlights its potential as a biomarker for disease progression and treatment monitoring. These results underscore the value of multimodal neuroimaging and machine learning in advancing psychiatric neuroimaging research and paving the way for clinical applicat…
Association of clozapine with structural and resting-state functional abnormalities of the hippocampus in chronic schizophrenia
Patients with schizophrenia undergoing clozapine treatment exhibited smaller volumes in the hippocampal subregions, which were moderately associated with negative symptoms and cognitive functions, compared to those without clozapine treatment
Deterioration in Global Organization of Structural Brain Networks in Schizophrenia
Schizophrenia is a heterogenous neuropsychiatric disorder with varying degrees of altered connectivity in a wide range of brain areas. Network analysis using graph theory allows researchers to integrate and quantify relationships between widespread changes in a network system. This study examined the organization of brain structural networks by applying diffusion MRI, probabilistic tractography, and network analysis to 48 schizophrenia patients a…
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Deterioration in Global Organization of Structural Brain Networks in Schizophrenia
Schizophrenia is a heterogenous neuropsychiatric disorder with varying degrees of altered connectivity in a wide range of brain areas. Network analysis using graph theory allows researchers to integrate and quantify relationships between widespread changes in a network system. This study examined the organization of brain structural networks by applying diffusion MRI, probabilistic tractography, and network analysis to 48 schizophrenia patients a…
Association of clozapine with structural and resting-state functional abnormalities of the hippocampus in chronic schizophrenia
Patients with schizophrenia undergoing clozapine treatment exhibited smaller volumes in the hippocampal subregions, which were moderately associated with negative symptoms and cognitive functions, compared to those without clozapine treatment
A multimodal ensemble stacking model improves brain age prediction and reveals associations with schizophrenia symptoms
Our findings demonstrate that integrating sMRI and FA features improves brain age prediction accuracy and generalization. Furthermore, the correlation between brainPAD and clinical symptoms highlights its potential as a biomarker for disease progression and treatment monitoring. These results underscore the value of multimodal neuroimaging and machine learning in advancing psychiatric neuroimaging research and paving the way for clinical applicat…
Functional Brain Connectivity Studies (3 works) · Medicine (3 works) · Neuroscience (3 works) · Psychiatry (3 works) · Psychology (3 works) · Schizophrenia (object-oriented programming (3 works) · Functional connectivity (2 works) · Functional magnetic resonance imaging (2 works) · Schizophrenia research and treatment (2 works) · Advanced MRI Techniques and Applications (1 work)