Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data

Rongyao Hu, Jiangzhang Gan, Xiaofeng Zhu, Tong Liu, Xiaoshuang Shi

Abstract: Highlights•A novel MM-SVM method is presented to deal with various kinds of issues.•Both multi-task learning and multi-modality learning are considered in our model.•Synthetic and real data are employed to verify the effectiveness of the united model.