Publications
International Journal
"... Blind Source Separation to Biosignal Analysis ..." (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
"... Hypoxemia Prediction in Pediatric Patients ..." (Under Review)
해쉬태그,해쉬태그9
International Journal
"... virtual colonoscopy simulator ..." (Under Review)
해쉬태그,해쉬태그9
International Journal
"... Text-to-Face Synthesis ..." (Under Review)
해쉬태그,해쉬태그9
International Journal
"... colorectal polyps integrating out-of-distribution detection" (Under Review)
해쉬태그,해쉬태그9
International Journal
"... Postoperative Pain Using Biosignals ..." (Under Review)
International Journal
"... Uncertainty-Aware AI on Optical Diagnosis ..." (Under Review)
해쉬태그,해쉬태그9
International Journal
"... Echocardiograms using Model-agnostic Meta Learning ..." (Under Review)
해쉬태그,해쉬태그9
International Conference
"... Mitigating Attribute Bias ..." (Under Review)
International Conference
"... LangGraph-based ..." (Under Review)
First authors*, Corresponding authors†
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: 8.1)
#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)
#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