Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings.
Rajeev V. RikhyeAaron LohGrace Eunhae HongPreeti SinghMargaret Ann SmithVijaytha MuralidharanDoris WongRory SayresMichelle PhungNicolas BetancourtBradley FongRachna SahasrabudheKhoban NasimAlec EschholzBasil MustafaJan FreybergTerry SpitzYossi MatiasGregory S. CorradoKatherine ChouDale R. WebsterPeggy BuiYuan LiuYun LiuJustin KoSteven LinPublished in: CoRR (2024)
Keyphrases
- artificial intelligence
- case based reasoning
- expert systems
- statistically significant
- sufficient conditions
- machine learning
- absolute difference
- spatial distribution
- clinical setting
- neural network
- disease diagnosis
- patient data
- uniformly distributed
- knowledge based systems
- knowledge representation
- probability distribution
- clinical data
- individual differences
- x ray