Robust Distance Estimation with Out-of-distribution Detection in Ophthalmic Surgery

Key Points

• The aim is to enhance distance estimation accuracy while detecting out-of-distribution data in surgical settings.
• Developed a robust distance estimation algorithm
• Integrated out-of-distribution detection techniques
• Tested applicability in surgical contexts
• Assessed effectiveness in ophthalmic surgery and beyond
• Demonstrated improved distance estimation accuracy
• Showed effective out-of-distribution detection
• Highlighted potential applications in various surgical fields