Prediction of Postoperative Hospital Stay with Deep Learning Based on 101 654 Operative Reports in Neurosurgery.
Gleb DanilovKonstantin KotikMichael A. ShifrinUliya StruninaTatyana PronkinaAlexander PotapovPublished in: EFMI-STC (2019)
Keyphrases
- deep learning
- prognostic models
- unsupervised learning
- unsupervised feature learning
- machine learning
- mental models
- prostate cancer
- intraoperative
- image guided
- weakly supervised
- deep architectures
- body mass index
- computer assisted
- minimally invasive
- pattern recognition
- image processing
- model selection
- learning strategies
- data mining
- training set