M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization
Che Liu, Sibo Cheng, Chen Chen, Mengyun Qiao, Weitong Zhang, Anand Shah, Wenjia Bai, Rossella Arcucci
Topics & Concepts
Computer scienceFlag (linear algebra)SegmentationArtificial intelligenceLanguage modelRepresentation (politics)OrthogonalityUnified Medical Language SystemSpace (punctuation)Machine learningPattern recognition (psychology)Natural language processingComputer visionGeometryMathematicsPure mathematicsPoliticsPolitical scienceAlgebra over a fieldOperating systemLawCOVID-19 diagnosis using AIMultimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education