Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis.
Firas KhaderGustav Mueller-FranzesTianci WangTianyu HanSoroosh Tayebi ArastehChristoph HaarburgerJohannes StegmaierKeno K. BressemChristiane KuhlSven NebelungJakob Nikolas KatherDaniel TruhnPublished in: CoRR (2022)
Keyphrases
- medical diagnosis
- data sets
- medical knowledge
- data quality
- training data
- data structure
- high quality
- database
- knowledge discovery
- medical diagnostic
- data sources
- image data
- data collection
- statistical analysis
- original data
- machine learning
- real world
- medical decision making
- heart disease
- massive scale
- raw data
- missing data
- computer systems
- expert systems