AI based analysis of imaging, clinical & lab data to triage COVID19 patients.
We took advantage of a large cohort of Chinese PCR-confirmed COVID19 patients to embark on a biomedical data fusion project to triage COVID19 patients.
Metalearning in oncology
RNA sequencing has emerged as a promising approach in cancer prognosis as RNA sequencing becomes more easily and affordable.
MICCAI 2020 tutorial
We organized a tutorial as part of MICCAI 2020. This tutorial serves as an introduction into the field of biomedical data fusion of imaging and non-imaging data.
Lina successfully defended her thesis!
Lina Qiu defended her thesis on "Imputation and predictive modeling with biomedical multi-scale data".
LungNet published on cover of Nature Machine Intelligence
We developed a shallow convolutional neural network (CNN) model and evaluated this on multi-institutional data showing that LungNet outperforms radiomics features and clinical data when predicting overal survival.