Skip to main content

Woo‐Seok Ha

Yonsei University · 医学

研究室紹介

Professor Woo-Seok Ha's research lab focuses on advancing medical imaging and neurological disorder management, particularly in cerebrovascular diseases and primary headache disorders such as migraine and tension-type headache. The lab integrates cutting-edge technologies like compressed sensing MRI and deep learning for image reconstruction to improve diagnostic accuracy and reduce scan time. It also emphasizes evidence-based clinical guidelines and the immunological underpinnings of migraine, aiming to bridge translational research with practical clinical applications. The lab's work spans from basic pathophysiological mechanisms to patient-centered outcomes and quality of care optimization.

neuroimagingmigraineheadache disorderscompressed sensing MRIevidence-based guidelines

Research Overview

Papers
57
Total Citations
1,142
Papers (5y)
40
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
40total
2021
2023
2024
2025
2026
Citations per year (5y)
440total
20212023202420252026

Selected Papers

15
1
Article|607 citations·2020
Efficacy and safety of nerinetide for the treatment of acute ischaemic stroke (ESCAPE-NA1): a multicentre, double-blind, randomised controlled trial
Michael D. Hill, Mayank Goyal, Bijoy K. Menon, Raul G. Nogueira, Ryan McTaggart, Andrew M. Demchuk, Alexandre Y. Poppe, Brian Buck, Thalia S. Field, Dar Dowlatshahi, Brian van Adel, Richard H. Swartz
SJR Q1The LancetOA
EpidemiologyMedicine
2
Article|57 citations·2020
Deep-learning-based image quality enhancement of compressed sensing magnetic resonance imaging of vessel wall: comparison of self-supervised and unsupervised approaches
Da-in Eun, Ryoungwoo Jang, Woo‐Seok Ha, Hyunna Lee, Seung Chai Jung, Namkug Kim
SJR Q1Scientific ReportsOA

While high-resolution proton density-weighted magnetic resonance imaging (MRI) of intracranial vessel walls is significant for a precise diagnosis of intracranial artery disease, its long acquisition time is a clinical burden. Compressed sensing MRI is a prospective technology with acceleration factors that could potentially reduce the scan time. However, high acceleration factors result in degraded image quality. Although recent advances in deep-learning-based image restoration algorithms can a

Radiology, Nuclear Medicine and ImagingMedicine
3
Review|45 citations·2025
Evidence-based guidelines for the pharmacological treatment of migraine
Raffaele Ornello, Valeria Caponnetto, Fayyaz Ahmed, Haidar M. Al‐Khazali, Anna Ambrosini, Sait Ashina, Carlo Baraldi, Alessia Bellotti, Filippo Brighina, Paolo Calabresi, Francesco Casillo, Sabina Cevoli
SJR Q1CephalalgiaOA

We here present evidence-based guidelines for the pharmacological treatment of migraine. These guidelines, created by the Italian Society for the Study of Headache and the International Headache Society, aim to offer clear, actionable recommendations to healthcare professionals. They incorporate evidence-based recommendations from randomized controlled trials and expert-based opinions. The guidelines follow the Grading of Recommendations, Assessment, Development and Evaluation approach for asses

Psychiatry and Mental healthMedicine
4
Review|36 citations·2025
Evidence-based guidelines for the pharmacological treatment of migraine, summary version
Raffaele Ornello, Valeria Caponnetto, Fayyaz Ahmed, Haidar M. Al‐Khazali, Anna Ambrosini, Sait Ashina, Carlo Baraldi, Alessia Bellotti, Filippo Brighina, Paolo Calabresi, Francesco Casillo, Sabina Cevoli
SJR Q1CephalalgiaOA

We here present evidence-based guidelines for the pharmacological treatment of migraine. These guidelines, created by the Italian Society for the Study of Headache and the International Headache Society, aim to offer clear, actionable recommendations to healthcare professionals. They incorporate evidence-based recommendations from randomized controlled trials and expert-based opinions. The guidelines follow the GRADE approach for assessing the quality of evidence. The guideline development invol

Psychiatry and Mental healthMedicine
5
Review|35 citations·2025
Hallmarks of primary headache: part 2– Tension-type headache
Li‐Ling Hope Pan, Yu‐Hsiang Ling, Shuu‐Jiun Wang, Linda Al‐Hassany, Wei‐Ta Chen, Chia‐Chun Chiang, Soo‐Jin Cho, Min Kyung Chu, Gianluca Coppola, Adriana Della Pietra, Zhao Dong, Esme Ekizoğlu
SJR Q1The Journal of Headache and PainOA

BACKGROUND AND AIM: Tension-type headache is the most prevalent primary headache disorder. While the episodic subtype is more common, chronic tension-type headache significantly impacts health-related quality of life and contribute to increased healthcare utilization and disability. Despite considerable advances in the understanding of tension-type headache, critical gaps persist. This paper aims to provide a comprehensive review of the hallmarks of tension-type headache, from its pathophysiolog

Psychiatry and Mental healthMedicine
6
Article|35 citations·2021
Assessment of Discrepancies Between Follow-up Infarct Volume and 90-Day Outcomes Among Patients With Ischemic Stroke Who Received Endovascular Therapy
Aravind Ganesh, Johanna M. Ospel, Bijoy K. Menon, Andrew M. Demchuk, Ryan McTaggart, Raul G. Nogueira, Alexandre Y. Poppe, Mohammed Almekhlafi, Ricardó A. Hanel, Götz Thomalla, Staffan Holmin, Volker Puetz
SJR Q1JAMA Network OpenOA

In this study, discrepancies between functional outcome and post-EVT infarct volume were associated with differences in pretreatment factors, such as age and comorbidities, and posttreatment complications related to index stroke evolution, secondary prevention, and quality of stroke unit care. Besides preventing such complications, optimization of blood pressure, glucose levels, and hemoglobin levels are potentially modifiable factors meriting further study.

EpidemiologyMedicine
7
Article|31 citations·2024
Altered immunity in migraine: a comprehensive scoping review
Woo‐Seok Ha, Min Kyung Chu
SJR Q1The Journal of Headache and PainOA

BACKGROUND: The pathogenesis of migraine remains unclear; however, a large body of evidence supports the hypothesis that immunological mechanisms play a key role. Therefore, we aimed to review current studies on altered immunity in individuals with migraine during and outside attacks. METHODS: We searched the PubMed database to investigate immunological changes in patients with migraine. We then added other relevant articles on altered immunity in migraine to our search. RESULTS: Database screen

Psychiatry and Mental healthMedicine
8
Preprint|20 citations·2021
Adaptive wavelet distillation from neural networks through interpretations
Woo‐Seok Ha, Chandan Singh, François Lanusse, Srigokul Upadhyayula, Bin Yu
arXiv (Cornell University)OA

Recent deep-learning models have achieved impressive prediction performance,\nbut often sacrifice interpretability and computational efficiency.\nInterpretability is crucial in many disciplines, such as science and medicine,\nwhere models must be carefully vetted or where interpretation is the goal\nitself. Moreover, interpretable models are concise and often yield\ncomputational efficiency. Here, we propose adaptive wavelet distillation (AWD),\na method which aims to distill information from a

Materials ChemistryMaterials Science
9
Review|13 citations·2024
Epidemiological linkage between migraine and diabetes mellitus: a systematic review and meta-analysis
Woo‐Seok Ha, Vinh Khang Nguyen, Min Kyung Chu
SJR Q1The Journal of Headache and PainOA

BACKGROUND: This study aimed to elucidate the nature and extent of the associations between diabetes mellitus (DM) and migraine through a systematic review and meta-analysis. METHODS: We searched the PubMed, Web of Science, and Scopus databases without a specified start date until June 2, 2024. Cross-sectional and cohort studies analyzing the risk of migraine in individuals with DM and vice versa were included. Studies without at least age and sex adjustments were excluded. Data were extracted t

Psychiatry and Mental healthMedicine
10
Article|8 citations·2008
Speckle reduction in multimode fiber with a piezoelectric transducer in radial vibration for fiber laser marking and display applications
Woo‐Seok Ha, S. Lee, Yongmin Jung, J. Kim, Kyunghwan Oh
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

We propose and experimentally demonstrate an effective method to reduce far-field speckle noise in multimode fiber with a short cylindrical piezoelectric transducer (PZT) vibrating in radial direction. In this study, the fiber was coiled as tightly as possible around the mandrel of the PZT and periodic stretching effect was caused by the radial oscillations of the actuator. This technique can be adapted at a high modulation frequency, so the speckle patterns can be time-averaged. The output of t

Computational MechanicsEngineering
11
Article|6 citations·2024
Development and Validation of Machine Learning Models to Predict Postoperative Delirium Using Clinical Features and Polysomnography Variables
Woo‐Seok Ha, Bo Kyu Choi, Jungyeon Yeom, Seung-Won Song, Soomi Cho, Min Kyung Chu, Won‐Joo Kim, Kyoung Heo, Kyung Min Kim
SJR Q1Journal of Clinical MedicineOA

Background: Delirium affects up to 50% of patients following high-risk surgeries and is associated with poor long-term prognosis. This study employed machine learning to predict delirium using polysomnography (PSG) and sleep-disorder questionnaire data, and aimed to identify key sleep-related factors for improved interventions and patient outcomes. Methods: We studied 912 adults who underwent surgery under general anesthesia at a tertiary hospital (2013–2024) and had PSG within 5 years of surger

Critical Care and Intensive Care MedicineMedicine
12
Article|5 citations·2023
The association between migraine and Parkinson’s disease: a nationwide cohort study in Korea
Woo‐Seok Ha, Jae Ho Kim, Heewon Hwang, Sue Hyun Lee, Ji In Kim, Jin Yong Hong, Sang Hyun Park, Kyung Do Han, Min Seok Baek
SJR Q2Epidemiology and HealthOA

OBJECTIVES: Clinical studies have suggested an association between migraine and the occurrence of Parkinson's disease (PD). However, it is unknown whether migraine affects PD risk. We aimed to investigate the incidence of PD in patients with migraine and to determine the risk factors affecting the association between migraine and PD incidence. METHODS: Using the Korean National Health Insurance System database (2002-2019), we enrolled all Koreans aged ≥40 years who participated in the national h

Psychiatry and Mental healthMedicine
13
Article|4 citations·2024
Trends in Triptan Usage in Korea: A Population-Based Cohort Study
Woo‐Seok Ha, JaeWook Jeong, Seung-Won Song, Jungyon Yum, Min Kyung Chu
SJR Q2Journal of Korean Medical ScienceOA

Background: Migraine presents a significant global health problem that emphasizes the need for efficient acute treatment options.Triptans, introduced in the early 1990s, have substantially advanced migraine management owing to their effectiveness compared to that of traditional medications.However, data on triptan use in migraine management from Asian countries, where migraines tend to have milder symptoms than those in European and North American countries, are limited.This study aimed to ident

Psychiatry and Mental healthMedicine
14
Article|4 citations·2025
Lower spinal levels and male sex are associated with greater epidural blood patch volume in spontaneous intracranial hypotension
Woo‐Seok Ha, JaeWook Jeong, Seung-Won Song, Jungyon Yum, Soomi Cho, Hee Jung Kim, Min Kyung Chu
SJR Q1The Journal of Headache and PainOA

BACKGROUND: The epidural blood patch (EBP) is the treatment of choice for spontaneous intracranial hypotension (SIH). Studies have shown that targeted EBP is more effective than blind EBP. Additionally, a greater volume of injected blood during EBP has been associated with better therapeutic outcomes. However, symptoms such as back pain often prevent achieving the desired blood volume. This study aimed to analyse factors influencing the tolerable EBP volume, including structural, clinical, and p

NeurologyMedicine
15
Article|3 citations·2024
Association between migraine and the risk of vascular dementia: A nationwide longitudinal study in South Korea
Hyo-Min Shin, Woo‐Seok Ha, Jaeho Kim, Sang Hyun Park, Kyungdo Han, Min Seok Baek
SJR Q1PLoS ONEOA

OBJECTIVE: We aimed to examine the potential association between migraine and vascular dementia (VaD) using a nationwide population database. BACKGROUND: Migraine and VaD showed similar structural and functional changes in pathophysiology process and shared common risk factors, However, whether migraine prevalence increases VaD incidence remains controversial. METHODS: This retrospective population-based cohort study used the medical records from the Korean National Health Insurance System datab

Psychiatry and Mental healthMedicine

Research Areas

Psychiatry and Mental healthEpidemiologyArtificial IntelligenceElectrical and Electronic EngineeringNeurologyAtomic and Molecular Physics, and Optics

Woo‐Seok Haの研究をNubintでさらに深く

この研究室の論文をアプリで開き、AIと共に読み、要約し、引用しましょう。