MARS-GAN: multilevel-feature-learning attention-aware based generative adversarial network for removing surgical smoke

T Hong, P Huang, X Zhai, C Gu, B Tian… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Surgical smoke caused poor visibility during laparoscopic surgery, the smoke removal is
important to improve the safety and efficiency of the surgery. We propose the Multilevel …

A self-supervised network-based smoke removal and depth estimation for monocular endoscopic videos

G Zhang, X Gao, H Meng, Y Pang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In minimally invasive surgery videos, label-free monocular laparoscopic depth estimation is
challenging due to smoke. For this reason, we propose a self-supervised collaborative …

Multi-frequency and Smoke Attention-Aware Learning Based Diffusion Model for Removing Surgical Smoke

H Li, X Zhai, J Xue, C Gu, B Tian, T Hong, B Jin… - … Conference on Medical …, 2024 - Springer
Surgical smoke in laparoscopic surgery can deteriorate the visibility and pose hazards to
surgeons, although medical devices for mechanical smoke evacuation worked well, its …

Endoscopic Image Enhanced Deep Learning Algorithm for Inflammatory Bowel Disease (IBD) Polyp Detection: Feasibility Study

JR Fetzer, R Redij, J Agarwal… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Gastrointestinal endoscopy is a commonly used diagnostic procedure for surveillance
colonoscopies in patients with Inflammatory Bowel Diseases (IBD). Patients with IBD can …

Adversarial Transfer Learning for Surgical Instrument Segmentation in Endoscopic Images

R Mishra, A Thangamani, K Palle… - … on Paradigm Shift in …, 2023 - ieeexplore.ieee.org
Hostile switch mastering is an effective tool to help enhance the robustness of surgical tool
segmentation in endoscopic pix. Transfer getting to know intends to switch understanding …

[PDF][PDF] Research progress of frontier image processing in medi-cal endoscopes

J Wu, Y Yuan, L Liu, H Cui, T Xu, M Zhou, Z Chen, B Xu - zentimepublishing.com
In the modern medical diagnosis, digital medical images can provide physicians with a more
accurate, visualized, and three-dimensional view of various tissues. These images assist in …