SKKU MARS | Researchs

2024

- Development of an Automated Free Flap Monitoring System Based on Artificial Intelligence

Jisu Kim, Sang Mee Lee, Da Eun Kim, Sungjin Kim, Myung Jin Chung, Zero Kim, Taeyoung Kim, Kyeong-Tae Lee

JAMA Network Open

- Artificial Intelligence-Based Evaluation of Carotid Artery Compressibility via Point-of-Care Ultrasound in Determining the Return of Spontaneous Circulation During Cardiopulmonary Resuscitation

Subin Park, Hee Yoon, Soo Yeon Kang, Ik Joon Jo, Sejin Heo, Hansol Chang, Jong Eun Park, Guntak Lee, Taerim Kim, Sung Yeon Hwang, Soyoung Park, Myung Jin Chung

Resuscitation

- Pixel-Wise Interstitial Lung Disease Interval Change Analysis: A Quantitative Evaluation Method for Chest Radiographs Using Weakly Supervised Learning

Subin Park, Jong Hee Kim, Jung Han Woo, So Young Park, Yoon Ki Cha, Myung Jin Chung

Bioengineering

- 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

- The use of artificial intelligence models to predict survival in patients with laryngeal squamous cell carcinoma

Nayeon Choi, Junghyun Kim, Heejun Yi, HeeJung Kim, Tae Hwan Kim, Myung Jin Chung, Migyeong Ji, Zero Kim & Young-Ik Son

Scientific Reports

- 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

- 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

- 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 Song, 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

- 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