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Kee Yeol Lee

Korea University · Medicine

About the Lab

Professor Kee Yeol Lee's research lab specializes in medical imaging and diagnostic radiology, with a focus on advanced cross-sectional imaging techniques such as CT, MRI, and PET-CT for the characterization of complex diseases. The lab investigates the radiological features of rare and challenging conditions—including paragangliomas, Kikuchi disease, pyogenic liver abscess, and cystic lung diseases—aiming to improve early diagnosis and clinical management. Recent work also explores the application of deep learning in medical image analysis, particularly in optimizing transfer learning for COVID-19 screening using chest X-rays. The lab integrates clinical findings with advanced imaging biomarkers to enhance diagnostic accuracy and patient outcomes.

medical imagingradiological diagnosisdeep learning in radiologyinfectious disease imaginglung cysts

Research Overview

Papers
108
Total Citations
1,434
Papers (5y)
18
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
18total
2020
2021
2022
2023
2024
Citations per year (5y)
263total
20202021202220232024

Selected Papers

15
1
Article|250 citations·2006
Extraadrenal Paragangliomas of the Body: Imaging Features
Ki Yeol Lee, Yu‐Whan Oh, Hyung Jun Noh, Yu Jin Lee, Hwan Seok Yong, Eun-Young Kang, Kyeong Ah Kim, Nam Joon Lee
SJR Q1American Journal of Roentgenology

Although paragangliomas can occur in a variety of anatomic locations, the majority are seen in relatively predictable regions of the body. Extraadrenal paragangliomas have nearly identical imaging features, including a homogeneous or heterogeneous hyperenhancing soft-tissue mass at CT, multiple areas of signal void interspersed with hyperintense foci (salt-and-pepper appearance) within tumor mass at MRI, and an intense tumor blush with enlarged feeding arteries at angiography.

SurgeryMedicine
2
Article|120 citations·2004
CT findings in Kikuchi disease: analysis of 96 cases.
Soon Young Kwon, Taik Kun Kim, Young Sik Kim, Ki Yeol Lee, Nam Joon Lee, Hae Young Seol
PubMedOA

BACKGROUND AND PURPOSE: Although CT findings of Kikuchi disease (KD), or histiocytic necrotizing lymphadenitis, are reported in several case reports, large-scale analysis of the disease has not been undertaken. We characterized the clinical and CT findings in a large group of patients with KD. METHODS: Between 1990 and 2002, 96 patients (68 women, 28 men; mean age, 24.4 years) underwent biopsy of the cervical lymph nodes and had histologically proved KD at our institution. We reviewed their clin

SurgeryMedicine
3
Article|68 citations·2020
Evaluation of Scalability and Degree of Fine-Tuning of Deep Convolutional Neural Networks for COVID-19 Screening on Chest X-ray Images Using Explainable Deep-Learning Algorithm
Ki-Sun Lee, Ki-Sun Lee, Jae Young Kim, Eun‐Tae Jeon, Won Suk Choi, Nan Hee Kim, Ki Yeol Lee, Ki Yeol Lee
SJR Q2Journal of Personalized MedicineOA

According to recent studies, patients with COVID-19 have different feature characteristics on chest X-ray (CXR) than those with other lung diseases. This study aimed at evaluating the layer depths and degree of fine-tuning on transfer learning with a deep convolutional neural network (CNN)-based COVID-19 screening in CXR to identify efficient transfer learning strategies. The CXR images used in this study were collected from publicly available repositories, and the collected images were classifi

Radiology, Nuclear Medicine and ImagingMedicine
4
Article|58 citations·2018
Pulmonary Artery Intimal Sarcoma versus Pulmonary Artery Thromboembolism: CT and Clinical Findings
Cherry Kim, Mi Young Kim, Joon‐Won Kang, Joon Seon Song, Ki Yeol Lee, Sung-Soo Kim
SJR Q1Korean Journal of RadiologyOA

The characteristic CT and clinical findings of PAIS may help achieve early diagnosis of PAIS and make better survival outcomes of patients. MRI and PET-CT can be used as second-line imaging modalities and could help distinguish PAIS from PTE and to plan clinical management.

Cardiology and Cardiovascular MedicineMedicine
5
Review|55 citations·2019
A Stepwise Diagnostic Approach to Cystic Lung Diseases for Radiologists
Kyu-Chong Lee, Eun-Young Kang, Hwan Seok Yong, Cherry Kim, Ki Yeol Lee, Sung Ho Hwang, Yu‐Whan Oh
SJR Q1Korean Journal of RadiologyOA

Lung cysts are commonly seen on computed tomography (CT), and cystic lung diseases show a wide disease spectrum. Thus, correct diagnosis of cystic lung diseases is a challenge for radiologists. As the first diagnostic step, cysts should be distinguished from cavities, bullae, pneumatocele, emphysema, honeycombing, and cystic bronchiectasis. Second, cysts can be categorized as single/localized versus multiple/diffuse. Solitary/localized cysts include incidental cysts and congenital cystic disease

PhysiologyMedicine
6
Article|52 citations·2007
Computed Tomographic Differences of Pyogenic Liver Abscesses Caused by Klebsiella pneumoniae and non-Klebsiella pneumoniae
Sung-Bum Kim, Bo‐Kyung Je, Kee Yeol Lee, Seung Hwa Lee, Hwan-Hoon Chung, Sang Hoon Cha
SJR Q3Journal of Computer Assisted Tomography

OBJECTIVE: To investigate the distinctive computed tomographic(CT) features of pyogenic liver abscess (PLA) caused by Klebsiella pneumoniae (KLA). METHODS: 114 PLA patients (62 men, 52 women, age range 25-89 years, mean age 60.9 years) with positive yield of blood or pus cultures were divided into 2 groups; KLA group (n = 58) and non-KLA group (n = 56). We retrospectively reviewed the CT images. The independent-sample t-test, X2 test, or Fisher's exact test were used with SPSS for windows versio

Infectious DiseasesMedicine
7
Article|50 citations·2010
The impacts of open-mouth breathing on upper airway space in obstructive sleep apnea: 3-D MDCT analysis
Eun Joong Kim, Ji Ho Choi, Kang Woo Kim, Tae Hoon Kim, Sang Hag Lee, Heung Man Lee, Chol Shin, Ki Yeol Lee, Seung Hoon Lee
SJR Q1European Archives of Oto-Rhino-Laryngology
PhysiologyMedicine
8
Review|44 citations·2020
Application of Dual-Energy Spectral Computed Tomography to Thoracic Oncology Imaging
Cherry Kim, Wooil Kim, Sung‐Joon Park, Young Hen Lee, Sung Ho Hwang, Hwan Seok Yong, Yu‐Whan Oh, Eun-Young Kang, Ki Yeol Lee
SJR Q1Korean Journal of RadiologyOA

Computed tomography (CT) is an important imaging modality in evaluating thoracic malignancies. The clinical utility of dual-energy spectral computed tomography (DESCT) has recently been realized. DESCT allows for virtual monoenergetic or monochromatic imaging, virtual non-contrast or unenhanced imaging, iodine concentration measurement, and effective atomic number (Z<sub>eff</sub> map). The application of information gained using this technique in the field of thoracic oncology is important, and

Biomedical EngineeringEngineering
9
Article|24 citations·2015
A comparison of digital tomosynthesis and chest radiography in evaluating airway lesions using computed tomography as a reference
Ji Yung Choo, Ki Yeol Lee, Ami Yu, Je Hyeong Kim, Seung Heon Lee, Jung Won Choi, Eun-Young Kang, Yu Whan Oh
SJR Q1European Radiology
Pulmonary and Respiratory MedicineMedicine
10
Article|11 citations·2014
Quantitative Analysis of Lungs and Airways With CT in Subjects With the Chronic Obstructive Pulmonary Disease (COPD) Candidate FAM13A Gene
Ji Yung Choo, Ki Yeol Lee, Chol Shin, Soriul Kim, Seung Ku Lee, Eun-Young Kang, Yu Whan Oh, Sang Hyun Paik, Baek Hyun Kim, Bo‐Kyung Je, Jung Bok Lee
SJR Q3Journal of Computer Assisted Tomography

There is a strong relationship between CT quantitative analysis and the COPD candidate gene. Furthermore, the CTGA diplotype was associated with emphysema among the phenotypes of COPD.

Pulmonary and Respiratory MedicineMedicine
11
Article|7 citations·2020
Nitrates administered by spray versus tablet: comparison of coronary vasodilation on CT angiography
Cherry Kim, Moin Ha, Wooil Kim, Sung‐Joon Park, Sung Ho Hwang, Hwan Seok Yong, Yu‐Whan Oh, Eun-Young Kang, Jaehyung Cha, Seung Hwa Lee, Ki Yeol Lee
SJR Q1European Radiology
Radiology, Nuclear Medicine and ImagingMedicine
12
Article|4 citations·2019
Differences in bone density on chest CT according to smoking status in males without chronic obstructive lung disease
Cherry Kim, Soriul Kim, Ki Yeol Lee, Nan Hee Kim, Eun-Young Kang, Yu‐Whan Oh, Chol Shin
SJR Q1Scientific ReportsOA

The goals of this study were to determine whether bone density measured using CT (CTBD) can show significant differences in bone loss according to smoking status and pack-years, and to examine the correlation between CTBD and bone mineral density when measured by dual-energy X-ray absorptiometry (DEXA-BMD) in males without chronic obstructive pulmonary disease (COPD). In this cross-sectional study, 1,011 males without airflow obstruction ≥50 years old were included. CTBD and DEXA-BMD were compar

Radiology, Nuclear Medicine and ImagingMedicine
13
Article|4 citations·2023
Gender differences in association between expiratory dynamic airway collapse and severity of obstructive sleep apnea
Soriul Kim, Ki Yeol Lee, Ali Tanweer Siddiquee, Hyeon Jin Kim, Hye Ryeong Nam, Chang Seop Ko, Nan Hee Kim, Chol Shin
SJR Q1European RadiologyOA

OBJECTIVES: Repetitive unbalances and tensions generated by inspiratory efforts against an obstructive upper airway during sleep predispose the development of expiratory central airway collapse. In addition, structures of the upper airway between men and women have differences and could be the reasons for differences in obstructive sleep apnea (OSA) prevalence between genders. The present study aimed to evaluate the association between parameters of expiratory dynamic tracheal collapse measured

PhysiologyMedicine
14
Article|3 citations·2014
Radiologic factors related to double-bar insertion in minimal invasive repair of pectus excavatum
Ki Hwan Kim, Ki Yeol Lee, Jung Bok Lee, Kyung‐Sook Yang, Jinwook Hwang, Bo‐Kyung Je, Hyung Joo Park
SJR Q1World Journal of Pediatrics
SurgeryMedicine
15
Article|3 citations·2008
Immersion Ultrasonography of Excised Nonpalpable Breast Lesion Specimens after Ultrasound-Guided Needle Localization
이기열, 서보경, 이안, 제보경, 조규란, 우옥희, 김미영, 차상훈, 김영식, 손길수, 김영수

Objective: Ultrasound-guided needle localization has been used prior to the surgical excision of nonpalpable breast lesions. The aim of the study was to assess the feasibility of the use of a saline immersion specimen ultrasound technique (immersion-US) to confirm the successful removal of breast lesions. Materials and Methods: The devised immersion-US technique was used to examine the excised tissues of 72 ultrasound-guided needle localized breast lesions of 58 patients (34 benign lesions, 30 h

Research Areas

Pulmonary and Respiratory MedicineRadiology, Nuclear Medicine and ImagingSurgeryPhysiologyBiomedical EngineeringCardiology and Cardiovascular Medicine

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