Dongheon Lee

Improved Accuracy in Optical Diagnosis of Colorectal Polyps Using Convolutional Neural Networks with Visual Explanations

Eun Hyo Jin, Dongheon Lee, Jung Ho Bae et al. · Gastroenterology · 2020 · 138 citations

Convolutional Neural Network, Optical Diagnosis, Image Analysis +15

Evaluation of Surgical Skills during Robotic Surgery by Deep Learning-Based Multiple Surgical Instrument Tracking in Training and Actual Operations

Dongheon Lee, Hyeong Won Yu, Hyungju Kwon et al. · Journal of Clinical Medicine · 2020 · 99 citations · Full text

CT-based deep learning model to differentiate invasive pulmonary adenocarcinomas appearing as subsolid nodules among surgical candidates: comparison of the diagnostic performance with a size-based logistic model and radiologists

Hyungjin Kim, Dongheon Lee, Woo Sang Cho et al. · European Radiology · 2020 · 59 citations

Engineering, Machine Learning, Medical Imaging +14

Deep Learning to Optimize Candidate Selection for Lung Cancer CT Screening: Advancing the 2021 USPSTF Recommendations

Jong Hyuk Lee, Dongheon Lee, Michael T. Lu et al. · Radiology · 2022 · 32 citations

Vision-based tracking system for augmented reality to localize recurrent laryngeal nerve during robotic thyroid surgery

Dongheon Lee, Hyeong Won Yu, Seunglee Kim et al. · Scientific Reports · 2020 · 30 citations · Full text