Automated Transformation of openEHR Data Instances to OWL. - Birger Haarbrandt; Thomas Jack; Michael Marschollek (eHealth, 2016)

An interoperable clinical decision-support system for early detection of SIRS in pediatric intensive care using openEHR. - Antje Wulff; Birger Haarbrandt; Erik Tute; Michael Marschollek; Philipp Beerbaum; Thomas Jack (Artif. Intell. Medicine, 2018)

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)

Towards an Evolutionary Open Pediatric Intensive Care Dataset in the ELISE Project. - Antje Wulff; Marcel Mast; Louisa Bode; Henning Rathert; Thomas Jack (ICIMTH, 2022)

Tracing the Progression of Sepsis in Critically Ill Children: Clinical Decision Support for Detection of Hematologic Dysfunction. - Louisa Bode; Sven Schamer; Julia Böhnke; Oliver Johannes Bott; Michael Marschollek; Thomas Jack; Antje Wulff (Appl. Clin. Inform., 2022)

Achieving Interoperable Datasets in Pediatrics: A Data Integration Approach. - Louisa Bode; Marcel Mast; Henning Rathert; Elise Study Group; Thomas Jack; Antje Wulff (ICIMTH, 2023)

Algorithmic Fairness in Healthcare Data with Weighted Loss and Adversarial Learning. - Pronaya Prosun Das; Marcel Mast; Lena Wiese; Thomas Jack; Antje Wulff (IntelliSys (3), 2023)

Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning. - Mohamed Yaseen Jabarulla; Theodor Uden; Thomas Jack; Philipp Beerbaum; Steffen Oeltze-Jafra (CoRR, 2024)

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)