Publications
International Journal
"... Use of Energy Devices ..." (Under Review)
International Journal
"... LLM Encoders for ..." (Under Review)
International Journal
"Dual-View BI-RADS ..." (Under Review)
International Journal
"... Blood-Brain Barrier Permeability ..." (Under Review)
International Journal
"... consecutive informative frames ..." (Under Review)
International Journal
"... Anonymization of Facial Skin ..." (Under Review)
International Journal
"... measurement using Gaussian splatting ..." (Under Review)
International Journal
"... Peripheral Neuropathic Pain ..." (Under Review)
International Journal
"... Probabilistic Ordinal Segmentation for ..." (Under Review)
International Journal
"… Eyelid Analysis using Deep Learning …" (Under Review)
International Journal
"… Fine-Tuned ECG Foundation Model" (Under Review)
International Journal
"... Uncertainty-Aware AI on Optical Diagnosis ..." (Under Review)
해쉬태그,해쉬태그9
International Conference
"... Shortcut Injection ..." (Under Review)
International Conference
"... Test-Time Adaptation ..." (Under Review)
International Conference
"... Vision-Language Models ..." (Under Review)
First authors*, Corresponding authors†
International Journal
7. "Self-supervised autoencoder network for robust heart rate extraction from noisy photoplethysmogram: Applying blind source separation to biosignal analysis"
Matthew B. Webster*, Dongheon Lee*, Joonnyong Lee†, Computers in Biology and Medicine (Impact Factor: 6.3, Top 5%)
#Blind Source Separation #PPG #Biosignals #AI
6. "SeamXSim: Seamless-textured virtual colonoscopy simulator via unpaired long-term video translation"
Seunghyun Jang*, Dongheon Lee*, Yisak Kim*, Gihun Cho, Kwang Woo Kim, Sihyun Kim, Jong Pil Im, Byeong Gwan Kim, Chang Min Park†, Computers in Biology and Medicine (Impact Factor: 6.3, Top 5%)
#Virtual Simulator #Colonoscopy #Generative Model
5. "ColonOOD: A complete pipeline for optical diagnosis of colorectal polyps integrating out-of-distribution detection and uncertainty quantification"
Sehyun Park*, Dongheon Lee*, Ji Young Lee, Jaeyoung Chun, Ji Young Chang, Eunsu Baek, Eun Hyo Jin, Hyung-Sin Kim†, Expert Systems with Applications (Impact Factor: 7.5, Top 7%)
#Colonoscopy #AI #OOD
International Journal
4. "External Testing of a Deep Learning Model for Estimating Biological Age Using Chest Radiographs"
Jong Hyuk Lee*, Dongheon Lee*, Michael T. Lu, Vineet K. Raghu, Jin Mo Goo, Yunhee Choi, Seung Ho Choi†, and Hyungjin Kim†, Radiology: Artificial Intelligence (Impact Factor: 13.2, Top 2%)
#Chest Radiograph #AI
International Journal
3. "Practical Training Approaches for Discordant Atopic Dermatitis Severity Datasets: Merging Methods with Soft-label and Train-set Pruning"
Soo Ick Cho*, Dongheon Lee*, Byeol Han, Ji Su Lee, Ji Yeon Hong, Jin Ho Chung, Dong Hun Lee†, Jung-Im Na†, IEEE Journal of Biomedical and Health Informatics (Impact Factor: 7.7, Top 6%)
#Skin #AI
2. "Deep Learning to Optimize Candidate Selection for Lung Cancer CT Screening: Advancing the 2021 USPSTF Recommendations"
Jong Hyuk Lee*, Dongheon Lee*, Michael T. Lu, Vineet K. Raghu, Chang Min Park, Jin Mo Goo, Seung Ho Choi†, Hyungjin Kim†, Radiology (Impact Factor : 19.7, Top 1%)
#Chest Radiograph #AI
1. "Improved Accuracy in Optical Diagnosis of Colorectal Polyps Using Convolutional Neural Networks with Visual Explanations"
Eun Hyo Jin*, Dongheon Lee*, Jung Ho Bae, Hae Yeon Kang, Min-Sun Kwak, Ji Yeon Seo, Jong In Yang, Sun Young Yang, Seon Hee Lim, Jeong Yoon Yim, Joo Hyun Lim, Goh Eun Chung, Su Jin Chung, Ji Min Choi, Yoo Min Han, Seung Joo Kang, Jooyoung Lee, Hee Chan Kim†, Joo Sung Kim†, Gastroenterology (Impact Factor: 22.682, Top 4%)
#Colonoscopy #AI