BenchMD: A Benchmark for Modality-Agnostic Learning on Medical Images and Sensors.
Kathryn WantlinChenwei WuShih-Cheng HuangOishi BanerjeeFarah DadabhoyVeeral Vipin MehtaRyan Wonhee HanFang CaoRaja R. NarayanErrol ColakAdewole S. AdamsonLaura HeacockGeoffrey H. TisonAlex TamkinPranav RajpurkarPublished in: CoRR (2023)
Keyphrases
- medical images
- agnostic learning
- uniform distribution
- anatomical structures
- noise tolerant
- medical image analysis
- magnetic resonance imaging
- medical imaging
- membership queries
- pac learning
- region of interest
- imaging modalities
- concept class
- multi modality
- boolean functions
- boosting algorithms
- concept classes
- target function
- computer vision
- learning algorithm
- binary classification problems
- high resolution