Density clustering-based automatic anatomical section recognition in colonoscopy video using deep learning

BS Kim, M Cho, GE Chung, J Lee, HY Kang, D Yoon… - Scientific Reports, 2024 - nature.com
Recognizing anatomical sections during colonoscopy is crucial for diagnosing colonic
diseases and generating accurate reports. While recent studies have endeavored to identify …

Multi-task global optimization-based method for vascular landmark detection

Z Tan, J Feng, W Lu, Y Yin, G Yang, J Zhou - … Medical Imaging and …, 2024 - Elsevier
Vascular landmark detection plays an important role in medical analysis and clinical
treatment. However, due to the complex topology and similar local appearance around …

Color-Transfer-Enhanced Data Construction and Validation for Deep Learning-Based Upper Gastrointestinal Landmark Classification in Wireless Capsule Endoscopy

HS Kim, B Cho, JO Park, B Kang - Diagnostics, 2024 - mdpi.com
While the adoption of wireless capsule endoscopy (WCE) has been steadily increasing, its
primary application remains limited to observing the small intestine, with relatively less …