Jan Wiegand

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Jonathan Montomoli, Luca Romeo, Sara Moccia et al. · Journal of Intensive Medicine · 2021 · 77 citations · Full text

Computing, Biostatistics, Data Science +17

Hemodynamic assessment of critically ill patients using a miniaturized transesophageal echocardiography probe

Luca Cioccari, H. R. Baur, David Berger et al. · Critical Care · 2013 · 69 citations · Full text

Medicine, Cardiology, Critical Care Cardiology +14

Implications of early respiratory support strategies on disease progression in critical COVID-19: a matched subanalysis of the prospective RISC-19-ICU cohort

Pedro David Wendel‐Garcia, Hernán Aguirre-Bermeo, Philipp K. Buehler et al. · Critical Care · 2021 · 69 citations · Full text

Medicine, Respiratory Therapy, Critical Care Medicine +16

Analysis with respect to instrumental variables for the exploration of microarray data structures

Florent Baty, Michaël Facompré, Jan Wiegand et al. · BMC Bioinformatics · 2006 · 62 citations · Full text

Life Sciences, Biostatistics, Genetics +10

Risk assessment in the first fifteen minutes: a prospective cohort study of a simple physiological scoring system in the emergency department

Tobias M. Merz, Reto Etter, Ludger Mende et al. · Critical Care · 2011 · 32 citations · Full text

Health Professions, Emergency Medicine, Emergency +15