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Research questionHow can surgical smoke be removed from laparoscopic video without losing clinically relevant visual information?Cauterization smoke obscures endoscopic frames and can distort the visual cues used by clinicians and downstream vision systems. Desmoking must improve visibility while preserving anatomy and operative details.
AI
Computer Vision
Health
Image & Video Processing
Machine Learning
Research Paper
Latest papersRecent research connected to this question, newest first.SurgiATM: A Physics-Guided Plug-and-Play Model for Deep Learning-Based Smoke Removal in Laparoscopic SurgeryThe source studies a physics-guided, plug-and-play desmoking module that adds no trainable weights and minimally modifies existing deep-learning architectures. Evidence covers ten desmoking methods across three public datasets, multiple network architectures, and procedures including cholecystectomy, partial nephrectomy, and diaphragm dissection.research paper · Sep 1, 2026
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