COVID Data for Shared Learning (CDSL): A comprehensive, multimodal COVID-19 dataset from HM Hospitales

COVID Data for Shared Learning (CDSL) is a multimodal database comprising de-
identified medical data from 4,479 patients who were hospitalized with
confirmed or suspected COVID-19 in the Spanish 'HM Hospitales' group from
2019-12-26 to 2021-02-13. The database provides tabular demographic,
diagnostic, clinical and treatment information, as well as radiological images
in JPG format, namely chest X-ray and computed tomography scans. The primary
goal of CDSL is to develop a comprehensive toolkit to support researchers and
institutions in building multimodal models for prediction, classification and
optimization. CDSL database was promptly shared with the international
research community at the onset of the COVID-19 pandemic to promote worldwide
collaboration and, ultimately, guide policy decisions and facilitate effective
response efforts studies on the disease.