MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification.
Dequan WangXiaosong WangLilong WangMengzhang LiQian DaXiaoqiang LiuXiangyu GaoJun ShenJunjun HeTian ShenQi DuanJie ZhaoKang LiYu QiaoShaoting ZhangPublished in: CoRR (2023)
Keyphrases
- image classification
- image representation
- visual features
- bag of words
- real world
- visual words
- multi label
- image features
- feature extraction
- sparse representation
- medical diagnosis
- image retrieval
- case study
- medical imaging
- real time
- medical data
- medical experts
- medical information
- codebook generation
- image analysis
- medical center
- benchmark suite
- medical diagnostic
- medical databases
- sparse coding
- information systems
- feature selection