Predicting decompression surgery by applying multimodal deep learning to patients' structured and unstructured health data.
Chethan JujjavarapuPradeep SuriVikas PejaverJanna FriedlyLaura S. GoldEric MeierTrevor CohenSean D. MooneyPatrick J. HeagertyJeffrey G. JarvikPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- deep learning
- health data
- structured data
- health care
- clinical trials
- electronic health records
- patient care
- unsupervised learning
- clinical data
- computer assisted
- machine learning
- intraoperative
- weakly supervised
- medical records
- medical data
- mental models
- semi structured
- model selection
- decision support system
- data analysis
- multiscale
- image processing
- metadata
- decision making