Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition Through the Lens of Robustness.
Yanqi ChengLihao LiuShujun WangYueming JinCarola-Bibiane SchönliebAngelica I. Avilés-RiveroPublished in: TML4H (2023)
Keyphrases
- intraoperative
- machine learning
- image processing
- recognition rate
- minimally invasive
- real time
- pattern recognition
- probabilistic model
- complex systems
- surgical training
- computer assisted surgery
- image guided surgery
- robot assisted
- recognition algorithm
- recognition accuracy
- computer assisted
- statistical models
- virtual reality
- parameter estimation
- image segmentation