Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020).
Roohallah AlizadehsaniMohamad RoshanzamirSadiq HussainAbbas KhosraviAfsaneh KoohestaniMohammad Hossein ZangooeiMoloud AbdarAdham BeykikhoshkAfshin ShoeibiAssef ZareMaryam PanahiazarSaeid NahavandiDipti SrinivasanAmir F. AtiyaU. Rajendra AcharyaPublished in: Ann. Oper. Res. (2024)
Keyphrases
- probability theory
- medical data
- machine learning
- reasoning under uncertainty
- possibility theory
- belief functions
- medical images
- data mining
- uncertainty management
- clinical data
- conditional independence
- decision theory
- belief change
- inference rules
- medical data mining
- probabilistic logic
- patient outcomes
- medical information
- fuzzy sets
- dempster shafer
- knowledge acquisition
- knowledge discovery
- handling uncertainty
- artificial intelligence
- privacy sensitive
- pattern recognition
- medical records
- decision making
- real world
- natural language processing
- random walk
- information extraction