Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging.
Juan Manuel Zambrano ChavesShih-Cheng HuangYanbo XuHanwen XuNaoto UsuyamaSheng ZhangFei WangYujia XieMahmoud KhademiZiyi YangHany Hassan AwadallaJulia GongHoudong HuJianwei YangChunyuan LiJianfeng GaoYu GuCliff WongMu WeiTristan NaumannMuhao ChenMatthew P. LungrenSerena Yeung-LevyCurtis P. LanglotzSheng WangHoifung PoonPublished in: CoRR (2024)
Keyphrases
- statistical models
- probabilistic model
- multimedia
- case study
- prior knowledge
- test set
- learning styles
- test bed
- small number
- computer vision
- information retrieval
- biomedical images
- training phase
- audio visual
- training process
- structured prediction
- data sets
- statistical model
- training examples
- multi modal
- online learning
- text mining
- image analysis
- training set
- decision trees