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Jiwoon Seo

Seoul National University · Medicine

About the Lab

Professor Jiwoon Seo's research lab specializes in medical imaging and radiology, with a focus on improving the accuracy and reliability of spinal stenosis diagnosis through advanced imaging techniques. The lab investigates standardized MRI and CT grading systems, emphasizing inter- and intra-observer agreement to enhance clinical communication and research consistency. It also pioneers the application of deep learning in automated detection and segmentation of spinal pathologies, such as bone metastases on MRI. Additionally, the lab explores the diagnostic utility of ultrasonography in musculoskeletal conditions like metatarsalgia.

spinal stenosismedical imagingdeep learningMRI gradingradiology

Research Overview

Papers
26
Total Citations
228
Papers (5y)
13
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
13total
2022
2023
2024
2025
2026
Citations per year (5y)
68total
20222023202420252026

Selected Papers

15
1
Article|87 citations·2015
A New MRI Grading System for Cervical Foraminal Stenosis Based on Axial T2-Weighted Images
Sujin Kim, Joon Woo Lee, Jee Won Chai, Hye Jin Yoo, Yusuhn Kang, Jiwoon Seo, Joong Mo Ahn, Heung Sik Kang
SJR Q1Korean Journal of RadiologyOA

The new MRI grading system shows sufficient interobserver and intraobserver agreement to reliably assess cervical NFS.

SurgeryMedicine
2
Review|32 citations·2023
Magnetic Resonance Imaging Grading Systems for Central Canal and Neural Foraminal Stenoses of the Lumbar and Cervical Spines With a Focus on the Lee Grading System
Jiwoon Seo, Joon Woo Lee
SJR Q1Korean Journal of RadiologyOA

Magnetic resonance imaging (MRI) is a standard imaging modality for diagnosing spinal stenosis, which is a common degenerative disorder in the elderly population. Standardized interpretation of spinal MRI for diagnosing and grading the severity of spinal stenosis is necessary to ensure correct communication with clinicians and to conduct clinical research. In this review, we revisit the Lee grading system for central canal and neural foraminal stenosis of the cervical and lumbar spine, which are

Pathology and Forensic MedicineMedicine
3
Article|17 citations·2017
Ultrasound-guided cable-free 13-gauge vacuum-assisted biopsy of non-mass breast lesions
Jiwoon Seo, Sun Mi Kim, Mijung Jang, Bo La Yun, Soo Hyun Lee, Eun-Kyu Kim, Eunyoung Kang, So Yeon Park, Woo Kyung Moon, Hye Young Choi, Bohyoung Kim
SJR Q1PLoS ONEOA

CRiS KCT0002267.

Pathology and Forensic MedicineMedicine
4
Article|13 citations·2024
Automated Detection and Segmentation of Bone Metastases on Spine MRI Using U-Net: A Multicenter Study
Dong Hyun Kim, Jiwoon Seo, Ji-Hyun Lee, Eun‐Tae Jeon, DongYoung Jeong, Hee‐Dong Chae, Eugene Lee, Ji Hee Kang, Yoon‐Hee Choi, Hyo Jin Kim, Jee Won Chai
SJR Q1Korean Journal of RadiologyOA

The deep learning models proposed for automated segmentation and detection of bone metastases on spinal MRI demonstrated high diagnostic performance.

Biomedical EngineeringEngineering
5
Article|10 citations·2021
A problem-based approach in musculoskeletal ultrasonography: central metatarsalgia
Hye Min Son, Jee Won Chai, Yong Hee Kim, Dong Hyun Kim, Hyo Jin Kim, Jiwoon Seo, Sung Moon Lee
SJR Q1ULTRASONOGRAPHYOA

Ultrasonography (US) is a useful diagnostic method that can be easily applied to identify the cause of metatarsalgia. The superficial location of structures in the foot, dynamic capability of US, and the ability to perform direct real-time evaluations of the pain site are also strong advantages of US as a modality for examining the foot. Moreover, knowing the possible pain sources to investigate when a patient has a specific site of pain will enhance the diagnostic quality of US, and will help r

RheumatologyMedicine
6
Article|10 citations·2021
Marginal impaction associated with posterior malleolar fracture in rotational ankle injury
Jiwoon Seo, Kyu Hyun Yang, Dong Woo Shim, Hyunik Cho, Young-Chang Park
SJR Q1InjuryOA
Orthopedics and Sports MedicineMedicine
7
Article|8 citations·2016
Is multidetector computed tomography comparable to magnetic resonance imaging for assessment of lumbar foraminal stenosis?
Woo Young Kang, Joong Mo Ahn, Joon Woo Lee, Eugene Lee, Yun Jung Bae, Jiwoon Seo, Junghoon Kim, Heung Sik Kang
SJR Q3Acta Radiologica

Background Both multidetector computed tomography (MDCT) and magnetic resonance imaging (MRI) are used for assessment of lumbar foraminal stenosis (LFS). Therefore, it is relevant to assess agreement between these imaging modalities. Purpose To determine intermodality, inter-, and intra-observer agreement for assessment of LFS on MDCT and MRI. Material and Methods A total of 120 foramina in 20 patients who visited our institution in January and February 2014 were evaluated by six radiologists wi

Pathology and Forensic MedicineMedicine
8
Article|7 citations·2021
A problem-based approach in musculoskeletal ultrasonography: heel pain in adults
Yong Hee Kim, Jee Won Chai, Dong Hyun Kim, Hyo Jin Kim, Jiwoon Seo
SJR Q1ULTRASONOGRAPHYOA

Musculoskeletal ultrasonography (US) has unique advantages, such as excellent spatial resolution for superficial structures, the capability for dynamic imaging, and the ability for direct correlation and provocation of symptoms. For these reasons, US is increasingly used to evaluate problems in small joints, such as the foot and ankle. However, it is almost impossible to evaluate every anatomic structure within a limited time. Therefore, US examinations can be faster and more efficient if radiol

Orthopedics and Sports MedicineMedicine
9
Article|6 citations·2019
Subclinical Coronary Atherosclerosis: Implication of Coronary Computed Tomography Angiography Findings among Statin Candidates according to the 2013 ACC/AHA Cholesterol Management Guidelines
Jiwoon Seo, Sang Il Choi, Yeo Koon Kim
SJR Q1Korean Journal of RadiologyOA

To analyze the cardiovascular outcome of statin medication in individuals retrospectively categorized on the basis of the 2013 American College of Cardiology and American Heart Association (ACC/AHA) guidelines risk assessment and to determine the additional prognostic value of coronary computed tomography angiography (CCTA) in assessing cardiovascular disease (CVD) risk in this group. Materials and Methods: This retrospective study reviewed 4255 asymptomatic individuals who had undergone self-re

Radiology, Nuclear Medicine and ImagingMedicine
10
Article|6 citations·2022
Ensemble deep learning model for predicting anterior cruciate ligament tear from lateral knee radiograph
Dong Hyun Kim, Jee Won Chai, Ji Hee Kang, Ji Hyun Lee, Hyo Jin Kim, Jiwoon Seo, Jae Won Choi
SJR Q2Skeletal Radiology
SurgeryMedicine
11
Article|4 citations·2019
Evaluation of the responsiveness of outcome measures after spine injection: A retrospective study
Jiwoon Seo, Joon Woo Lee, Yusuhn Kang, Eugene Lee, Joong Mo Ahn, Dong Hyun Kim, Heung Sik Kang
SJR Q1PLoS ONEOA

Discrepancies in patients' responses to various outcome measures challenge clinicians' evaluation of treatment outcomes. Therefore, we aimed to 1) evaluate the concordance of outcome measures after spine injection, 2) determine the patient variables that lead to discordant responses, and 3) suggest practical outcome measure for spine injections with good responsiveness. From October 2014 to November 2014, 164 patients with neck or low back pain who visited our outpatient clinics and had spine in

PharmacologyMedicine
12
Article|4 citations·2019
Efficacy of computed tomography in prediction of operability of L5/S1 foraminal stenosis using region of interest
Dong Woo Shim, Byung Ho Lee, Jiwoon Seo, Hyunjoo Hong, Sung Chul Shin, Hak‐Sun Kim
SJR Q3MedicineOA

Symptoms of intervertebral foraminal stenosis are caused by compression of nerve root exiting the intervertebral foramen. Many attempts to measure the size of the neuromuscular exit have been made; however, only a few studies to compare the area differences between foramens by computed tomography (CT) were done. In this retrospective comparative study, we used the region of interest (ROI) in CT to measure and compare the area of intervertebral foramen between the healthy control group and the pa

Pathology and Forensic MedicineMedicine
13
Article|4 citations·2023
Cerebrospinal fluid flow artifact reduction with deep learning to optimize the evaluation of spinal canal stenosis on spine MRI
Ue-Hwan Kim, Hyo Jin Kim, Jiwoon Seo, Jee Won Chai, Jiseon Oh, Yoon‐Hee Choi, Dong Hyun Kim
SJR Q2Skeletal Radiology
Radiology, Nuclear Medicine and ImagingMedicine
14
Article|3 citations·2021
Spinal nerve signal intensity on Dixon T2-weighted water-only sequence: an important outcome predictor after lumbar transforaminal epidural injection
Yong Hee Kim, Hyo Jin Kim, Jiwoon Seo, Jee Won Chai, Hyun-Gul Song, Yoon‐Hee Choi, Dong Hyun Kim
SJR Q1European Radiology
Pathology and Forensic MedicineMedicine
15
Article|3 citations·2024
Imaging Evaluation of Early and Long-Term Complications Associated with the Postoperative Spine
Jae Hwi Park, Dong Hyun Kim, Jee Won Chai, Hyo Jin Kim, Jiwoon Seo, Jin Young Son
SJR Q4Journal of the Korean Society of RadiologyOA

As the number of spinal surgeries being performed expands, the number of medical imaging procedures such as radiography, CT, and MRI is also increasing, and the importance of their interpretation is becoming more significant. Herein, we present the radiological findings of a variety of complications that can occur after spinal surgery and discuss how effectively and accurately they can be diagnosed through imaging. In particular, this study details the characteristic imaging findings specific to

Pathology and Forensic MedicineMedicine

Research Areas

Pathology and Forensic MedicineRadiology, Nuclear Medicine and ImagingSurgeryOrthopedics and Sports MedicineBiomedical EngineeringRheumatology

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