Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data. - Marcel Mast; Michael Marschollek; Louisa Bode; Antje Wulff; Sven Schamer; Henning Rathert; Thomas Jack; Philipp Beerbaum; Nicole Rübsamen; Julia Böhnke; André Karch; Pronaya Prosun; et al. (ICIMTH, 2021)

Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children. - Antje Wulff; Sara Montag; Nicole Rübsamen; Friederike Dziuba; Michael Marschollek; Philipp Beerbaum; André Karch; Thomas Jack (BMC Medical Informatics Decis. Mak., 2021)

A rule-based clinical decision support system for detection of acute kidney injury after pediatric cardiac surgery. - Janice Wachenbrunner; Marcel Mast; Julia Böhnke; Nicole Rübsamen; Louisa Bode; André Karch; Henning Rathert; Alexander Horke; Philipp Beerbaum; Michael Marschollek; Thomas Jack; Martin Böhne (Comput. Biol. Medicine, 2025)

An attention-based bidirectional LSTM-CNN architecture for the early prediction of sepsis. - Pronaya Prosun Das; Lena Wiese; Marcel Mast; Julia Böhnke; Antje Wulff; Michael Marschollek; Louisa Bode; Henning Rathert; Thomas Jack; Sven Schamer; Philipp Beerbaum; Nicole Rübsamen; et al. (Int. J. Data Sci. Anal., 2025)