TY - JOUR AU - Pulgar Sánchez, Mary AU - Chamorro, Kevin AU - Fors, Martha AU - Mora, Francisco X. AU - Ramírez, Hégira AU - Fernández Moreira, Esteban AU - Ballaz, Santiago J. PY - 2021 DO - 10.1016/j.compbiomed.2021.104738 UR - https://hdl.handle.net/20.500.14352/125101 T2 - Computers in Biology and Medicine AB - In the epidemiological COVID-19 research, artificial intelligence is a unique approach to make predictions about disease severity to manage COVID-19 patients. A limitation of artificial intelligence is, however, the high risk of bias. We investigated... LA - eng M2 - 1 PB - Elsevier KW - Blood gas analyses KW - Clinical laboratory techniques KW - COVID-19 KW - Data mining KW - Machine learning KW - Medical informatics applications TI - Biomarkers of severe COVID-19 pneumonia on admission using data-mining powered by common laboratory blood tests-datasets TY - journal article VL - 136 ER -