2024
- AI-Assisted Analysis to Facilitate Detection of Humeral Lesions on Chest Radiographs
Harim Kim, Kyungsu Kim, Seong Je Oh, Sungjoo Lee, Jung Han Woo, Jong Hee Kim, Yoon Ki Cha, Kyunga Kim, Myung Jin Chung
Radiology: artificial intelligence
- Enhancing foveal avascular zone analysis for Alzheimer's diagnosis with AI segmentation and machine learning using multiple radiomic features
Je Moon Yoon, Chae Yeon Lim, Hoon Noh, Seung Wan Nam, Sung Yeon Jun, Min Ji Kim, Mi Yeong Song, Hyemin Jang, Hee Jin Kim, Sang Won Seo, Duk L Na, Myung Jin Chung, Don-Il Ham, Kyungsu Kim
Scientific Reports
2023
- Application of Machine Learning Algorithm in Predicting Axillary Lymph Node Metastasis from Breast Cancer on Preoperative Chest CT
Soyoung Park, Jong Hee Kim, Yoon Ki Cha , Myung Jin Chung , Jung Han Woo, Subin Park
Diagnostics
- Automated precision localization of peripherally inserted central catheter tip through model-agnostic multi-stage networks
Subin Park, Yoon Ki Cha, Soyoung Park, Myung Jin Chung, Kyungsu Kim
Artificial Intelligence in Medicine
- 3D unsupervised anomaly detection through virtual multi-view projection and reconstruction: Clinical valiation on low-dose chest computed tomography
Kyungsu Kim, Seong Je Oh, Ju Hwan Lee, Myung Jin Chung
Expert Systems with Applications
- Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus
Kyungsu Kim, Chae Yeon Lim, Joongbo Shin, Myung Jin Chung, Yong Gi Jung
Computer Methods and Programs in Biomedicine
- SARS-CoV-2 Variants Infection in Relationship to Imaging-based Pneumonia and Clinical Outcomes
Jong Eun Lee, Minhee Hwang, Yun-Hyeon Kim, Myung Jin Chung, Byeong Hak Sim, Won Gi Jeong, Yeon Joo Jeong
Radiology
- Estimating the Volume of Nodules and Masses on Serial Chest Radiography Using a Deep-Learning-Based Automatic Detection Algorithm: A Preliminary Study
Chae Young Lim, Yoon Ki Cha, Myung Jin Chung, Subin Park, Soyoung Park, Jung Han Woo, Jong Hee Kim
Diagnostics
- AI-based computer-aided diagnostic system of chest digital tomography synthesis: Demonstrating comparative advantage with X-ray-based AI systems
Kyungsu Kim, Ju Hwan Lee, Seong Je Oh, Myung Jin Chung
Computer Methods and Programs in Biomedicine
- Automatic stridor detection using small training set via patch-wise few-shot learning for diagnosis of multiple system atrophy
Jong Hyeon Ahn, Ju Hwan Lee, Chae Yeon Lim, Eun Yeon Joo, Jinyoung Youn, Myung Jin Chung, Jin Whan Cho, Kyungsu Kim
Scientific Reports
- Comparative validation of AI and non-AI methods in MRI volumetry to diagnose Parkinsonian syndromes
Joomee Song, Juyoung Hahm, Jisoo Lee, Chae Yeon Lim, Myung Jin Chung, Jinyoung Youn, Jin Whan Cho, Jong Hyeon Ahn, Kyungsu Kim
Scientific Reports
2022
- Automatic prediction of conductive hearing loss using video pneumatic otoscopy and deep learning algorithm
Hayoung Byun, Chae Jung Park, Seong Je Oh, Myung Jin Chung, Baek Hwan Cho, Yang-Sun Cho
Ear and Hearing
- Development and Validation of a Multimodal-Based Prognosis and Intervention Prediction Model for COVID-19 Patients in a Multicenter Cohort
Jeong Hoon Lee, Jong Seok Ahn, Myung Jin Chung, Yeon Joo Jeong, Jin Hwan Kim, Jae Kwang Lim, Jin Young Kim, Young Jae Kim, Jong Eun Lee, and Eun Young Kim
SENSORS
- Detection and differentiation of ataxic and hypokinetic dysarthria in cerebellar ataxia and parkinsonian disorders via wave splitting and integrating neural networks
Joomee Song, Ju Hwan Lee, Jungeun Choi, Mee Kyung Suh, Myung Jin Chung, Young Hun Kim, Jeongho Park, Seung Ho Choo, Ji Hyun Son, Dong Yeong Lee, Jong Hyeon Ahn, Jinyoung Youn, Kyung-Su Kim, Jin Whan Cho
plos one
- CT findings of basaloid squamous cell carcinoma of the lung in 12 patients: A distinct category of squamous cell carcinoma in 2015 WHO classification of lung tumors
Chu Hyun Kim, Yoon Ki Cha, Joungho Han, Jun Ho Kim, Tae Jung Kim, Myung Jin Chung, Jung Hee Lee, and Hyun Jung Yoon
MEDICINE
- Incidence and risk factors for sternal osteomyelitis after median sternotomy
Yoon Ki Cha, Min Suk Choi, So Hyeon Bak, Jeung Sook Kim, Chu Hyun Kim, and Myung Jin Chung
JOURNAL OF THORACIC DISEASE
- Clinical characteristics and prognostic factors of fibrotic nonspecific interstitial pneumonia
Hyun Kyu Cho, Man Pyo Chung, Kyung Soo Lee, Myung Jin Chung, Joungho Han, O Jung Kwon, and Hongseok Yoo
THERAPEUTIC ADVANCES IN RESPIRATORY DISEASE
- Differential diagnosis between Parkinson’s disease and atypical parkinsonism based on gait and postural instability: Artificial intelligence using an enhanced weight voting ensemble model
Joomee Son, Junghyun Kim, Mi Ji Lee, Jong Hyeon Ahn, Dong Yeong Lee, Jinyoung Youn, Myung Jin Chung, Zero Kim, Jin Whan Cho
Parkinsonism and Related Disorders
- Detection of maxillary sinus fungal ball via 3-D CNN-based artificial intelligence: Fully automated system and clinical validation
Kyung-Su Kim, Byung Kil Kim, Myung Jin Chung, Hyun Bin Cho, Beak Hwan Cho, Yong Gi Jung
PLOS ONE
- Artificial intelligence-based classification of bone tumors in the proximal femur on plain radiographs: System development and validation
Chan-Woo Park, Seong-Je Oh, Kyung-Su Kim, Min-Chang Jang, Il Su Kim, Young-Keun Lee, Myung Jin Chung, Baek Hwan Cho, Sung-Wook Seo
plos one
- Imaging and Clinical Features of COVID-19 Breakthrough Infections: A Multicenter Study
Jong Eun Lee, Minhee Hwang, Yun-Hyeon Kim, Myung Jin Chung, Byeong Hak Sim, Kum Ju Chae, Jin Young Yoo, Yeon Joo Jeong
RADIOLOGY
2021
- One-Class Classifier for Chest X-Ray Anomaly Detection via Contrastive Patch-Based Percentile
Kyung-Su Kim, Seong Je Oh, Hyun Bin Cho, Myung Jin Chung
IEEE Access
- Diagnostic performance of digital tomosynthesis to evaluate silicone airway stents and related complications
Bo-Guen Kim, Myung Jin Chung, Byeong-Ho Jeong, and Hojoong Kim
JOURNAL OF THORACIC DISEASE
- Multimodal deep learning models for the prediction of pathologic response to neoadjuvant chemotherapy in breast cancer
Sunghoon Joo, Eun Sook Ko, Soonhwan Kwon, Eunjoo Jeon, Hyungsik Jung, Ji-Yeon Kim, Myung Jin Chung & Young-Hyuck Im
SCIENTIFIC REPORTS
- Prediction of risk factors for pharyngo-cutaneous fistula after total laryngectomy using artificial intelligence
Nayeon Choi, Zero Kim, Bok Hyun Song, Woori Park, Myung Jin Chung, Baek Hwan Cho, Young-Ik Son
ORAL ONCOLOGY
2020
- Establishment of a Nationwide Korean Imaging Cohort of Coronavirus Disease 2019
Soon Ho Yoon, Soo-Youn Ham, Bo Da Nam, Kum Ju Chae, Dabee Lee, Jin Young Yoo, So Hyeon Bak, Jin Young Kim, Jin Hwan Kim, Ki Beom Kim, Jung Im Jung, Jae-Kwang Lim, Jong Eun Lee, Myung Jin Chung, Young Kyung Lee, Young Seon Kim, Ji Eun Jo, Sang Min Lee, Woocheol Kwon, Chang Min Park, Yun-Hyeon Kim, Yeon Joo Jeong
JOURNAL OF KOREAN MEDICAL SCIENCE
- Computer-aided recognition of myopic tilted optic disc using deep learning algorithms in fundus photography
Baek Hwan Cho, Da Young Lee, Kyung-Ah Park, Sei Yeul Oh, Jong Hak Moon, Ga-In Lee, Hoon Noh, Joon Kyo Chung, Min Chae Kang & Myung Jin Chung
BMC OPHTHALMOLOGY
- Automated measurement of hydrops ratio from MRI in patients with Ménière's disease using CNN-based segmentation
Young Sang Cho, Kyeongwon Cho, Chae Jung Park, Myung Jin Chung, Jong Hyuk Kim, Kyunga Kim, Yi-Kyung Kim, Hyung-Jin Kim, Jae-Wook Ko, Baek Hwan Cho & Won-Ho Chung
SCIENTIFIC REPORTS
- Surgically Resected Esophageal Squamous Cell Carcinoma: Patient Survival and Clinicopathological Prognostic Factors
Dong Young Jeong, Kyung Soo Lee, Joon Young Choi, Myung Jin Chung, Yang Won Min, Hong Kwan Kim, Jae Ill Zo, Young Mog Shim & Jong-Mu Sun
SCIENTIFIC REPORTS
2019
- Computed tomographic findings of macrolide-resistant Mycobacterium massiliense pulmonary disease and changes after antibiotic treatment
Hyun Jung Yoon, Myung Jin Chung, Won-Jung Koh, Byung Woo Jhun, and Seong Mi Moon
MEDICINE
- Risk factors and clinical characteristics of lung cancer in idiopathic pulmonary fibrosis: a retrospective cohort study
Hongseok Yoo, Byeong-Ho Jeong, Myung Jin Chung, Kyung Soo Lee, O. Jung Kwon & Man Pyo Chung
BMC PULMONARY MEDICINE
- Solitary Nodular Invasive Mucinous Adenocarcinoma of the Lung: Imaging Diagnosis Using the Morphologic-Metabolic Dissociation Sign
Min Jae Cha, MD, Kyung Soo Lee, Tae Jung Kim, Hyun Su Kim, Tae Sung Kim, Myung Jin Chung, Byung Tae Kim, Yang Soo Kim
KOREAN JOURNAL OF RADIOLOGY
2018
- 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography for Assessing Treatment Response of Pulmonary Multidrug-Resistant Tuberculosis
Joon Young Choi, Byung Woo Jhun, Seung Hyup Hyun, Myung Jin Chung and Won-Jung Koh
JOURNAL OF CLINICAL MEDICINE
- CT findings in pulmonary alveolar proteinosis: serial changes and prognostic implications
Bo Da Nam, Tae Jung Kim, Man Pyo Chung, Myung Jin Chung, Tae Sung Kim, and Kyung Soo Lee
JOURNAL OF THORACIC DISEASE
- Radiological signs associated with pulmonary multi-drug resistant tuberculosis: an analysis of published evidences
Yì Xiáng J. Wáng, Myung Jin Chung, Aliaksandr Skrahin, Alex Rosenthal, Andrei Gabrielian, and Michael Tartakovsky
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY