Thomas Jack

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A rule-based clinical decision support system for detection of acute kidney injury after pediatric cardiac surgery.
Comput. Biol. Medicine
Janice Wachenbrunner, Marcel Mast, Julia Böhnke, Nicole Rübsamen, Louisa Bode, André Karch, Henning Rathert, Alexander Horke, Philipp Beerbaum, Michael Marschollek, Thomas Jack, Martin Böhne
2025 J jnl
An attention-based bidirectional LSTM-CNN architecture for the early prediction of sepsis.
Int. J. Data Sci. Anal.
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, André Karch, Christian Groszweski-Anders, Andreas Haller, Torsten Frank
2024 J jnl
Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning.
CoRR
Mohamed Yaseen Jabarulla, Theodor Uden, Thomas Jack, Philipp Beerbaum, Steffen Oeltze-Jafra
2023 — conf
Achieving Interoperable Datasets in Pediatrics: A Data Integration Approach.
ICIMTH
Louisa Bode, Marcel Mast, Henning Rathert, Elise Study Group, Thomas Jack, Antje Wulff
2023 — conf
Algorithmic Fairness in Healthcare Data with Weighted Loss and Adversarial Learning.
IntelliSys (3)
Pronaya Prosun Das, Marcel Mast, Lena Wiese, Thomas Jack, Antje Wulff
2022 — conf
Towards an Evolutionary Open Pediatric Intensive Care Dataset in the ELISE Project.
ICIMTH
Antje Wulff, Marcel Mast, Louisa Bode, Henning Rathert, Thomas Jack
2022 J jnl
Tracing the Progression of Sepsis in Critically Ill Children: Clinical Decision Support for Detection of Hematologic Dysfunction.
Appl. Clin. Inform.
Louisa Bode, Sven Schamer, Julia Böhnke, Oliver Johannes Bott, Michael Marschollek, Thomas Jack, Antje Wulff
2021 J jnl
Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children.
BMC Medical Informatics Decis. Mak.
Antje Wulff, Sara Montag, Nicole Rübsamen, Friederike Dziuba, Michael Marschollek, Philipp Beerbaum, André Karch, Thomas Jack
2021 — conf
Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data.
ICIMTH
Marcel Mast, Michael Marschollek, Louisa Bode, Antje Wulff, Sven Schamer, Henning Rathert, Thomas Jack, Philipp Beerbaum, Nicole Rübsamen, Julia Böhnke, André Karch, Pronaya Prosun, Lena Wiese, Christian Groszewski-Anders, Andreas Haller, Mathias Slawik, Torsten Frank
2018 J jnl
An interoperable clinical decision-support system for early detection of SIRS in pediatric intensive care using openEHR.
Artif. Intell. Medicine
Antje Wulff, Birger Haarbrandt, Erik Tute, Michael Marschollek, Philipp Beerbaum, Thomas Jack
2016 — conf
Automated Transformation of openEHR Data Instances to OWL.
eHealth
Birger Haarbrandt, Thomas Jack, Michael Marschollek