Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information
Wufeng Xue, Chunyan Cao, Jie Liu, Yilian Duan, Haiyan Cao, Jian Wang, Xumin Tao, Ze‐Jian Chen, Meng Wu, Jinxiang Zhang, Hui Sun, Jin Yang, Xin Yang, Ruobing Huang, Feixiang Xiang, Yue Song, Manjie You, Wen Zhang, Lili Jiang, Ziming Zhang, Shuangshuang Kong, Ying Tian, Li Zhang, Dong Ni, Mingxing Xie
Topics & Concepts
ModalitiesModality (human–computer interaction)Discriminative modelComputer scienceArtificial intelligenceLeverage (statistics)Transfer of learningMedicineMachine learningSociologySocial scienceUltrasound in Clinical ApplicationsCOVID-19 diagnosis using AIPhonocardiography and Auscultation Techniques