Empowering Clinicians and Democratizing Data Science: Large Language Models Automate Machine Learning for Clinical Studies.
Soroosh Tayebi ArastehTianyu HanMahshad LotfiniaChristiane KuhlJakob Nikolas KatherDaniel TruhnSven NebelungPublished in: CoRR (2023)
Keyphrases
- language model
- data science
- machine learning
- clinical studies
- clinical data
- clinical practice
- statistical learning
- language modeling
- big data
- n gram
- probabilistic model
- speech recognition
- knowledge discovery
- information retrieval
- query expansion
- mr images
- smoothing methods
- pattern recognition
- knowledge representation
- magnetic resonance
- magnetic resonance images
- decision support system
- medical images
- supervised learning
- information extraction
- data mining
- language models for information retrieval
- medical data
- database
- knowledge acquisition
- text classification
- learning algorithm
- raw data
- medical imaging
- statistical analysis
- clinical trials
- model selection
- diffusion tensor imaging
- natural language processing