Jungsun Lee
Biographic Data
| ID | 10430923 |
|---|---|
| NAME | Jungsun Lee |
| GIVEN NAMES | Jungsun |
| FAMILY NAME | Lee |
| SIGNATURE | LEE J |
| VERIFIED | No |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| 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 between heart rate variability metrics from a smartwatch and self-reported depression and anxiety symptoms
Our findings indicate the potential of PPG-derived HRV metrics in monitoring mental health, thereby providing a foundation for further research. Notably, parasympathetically biased HRV metrics showed weaker correlations with depression and anxiety scores. Future studies should validate these findings in clinically diagnosed patients
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
No prominent works on this page.
Association between heart rate variability metrics from a smartwatch and self-reported depression and anxiety symptoms
Our findings indicate the potential of PPG-derived HRV metrics in monitoring mental health, thereby providing a foundation for further research. Notably, parasympathetically biased HRV metrics showed weaker correlations with depression and anxiety scores. Future studies should validate these findings in clinically diagnosed patients
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…
Medicine (3 works) · Psychiatry (3 works) · Functional Brain Connectivity Studies (2 works) · Internal Medicine (2 works) · Neuroscience (2 works) · Psychology (2 works) · Schizophrenia (object-oriented programming (2 works) · Schizophrenia research and treatment (2 works) · Anxiety (1 work) · Blood pressure (1 work)