A Recurrent Neural Network Model for Predicting Activated Partial Thromboplastin Time After Treatment With Heparin: Retrospective Study

Sebastian Daniel Boie   ¹ , PhD ;   Lilian Jo Engelhardt   ^{1, 2} , MD ;   Nicolas Coenen   ² , MD ;   Niklas Giesa   ¹ , MSc ;   Kerstin Rubarth   ^{1, 3} , MSc ;   Mario Menk   ^{1, 2} , MD ;   Felix Balzer   ¹ , PhD, MD

¹ Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Medical Informatics, Berlin, Germany

² Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Anesthesiology and Intensive Care Medicine, Berlin, Germany

³ Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Biometry and Clinical Epidemiology, Berlin, Germany