A non-linear ensemble model-based surgical risk calculator for mixed data from multiple surgical fields.
Ruoyu LiuXin LaiJiayin WangXuanping ZhangXiaoyan ZhuPaul B. S. LaiCi-ren GuoPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- mixed data
- intraoperative
- robot assisted
- image guided surgery
- image guided
- learning algorithm
- operating room
- multiscale
- training set
- multiple models
- virtual reality
- data sets
- minimally invasive surgery
- high risk
- ensemble methods
- data compression
- decision support system
- classification accuracy
- database systems
- decision trees
- computer vision
- neural network
- database
- surgical tools