Selective prediction for extracting unstructured clinical data.
Akshay SwaminathanIván LópezWilliam WangUjwal SrivastavaEdward TranAarohi Bhargava-ShahJanet Y. WuAlexander L. RenKaitlin CaoiliBrandon BuiLayth AlkhaniSusan LeeNathan MohitNoel SeoNicholas MacedoWinson ChengCharles LiuReena ThomasJonathan H. ChenOlivier GevaertPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- clinical data
- medical data
- patient data
- clinical information
- statistical analysis
- electronic health records
- raw data
- knowledge discovery
- clinical data sets
- clinical databases
- domain experts
- patient records
- clinical decision making
- emergency department
- cancer patients
- temporal abstractions
- structured data
- machine learning
- breast cancer
- mr images
- electronic medical record
- domain specific
- general purpose
- natural language processing
- data sources
- heart failure
- data mining