Philipp Beerbaum

17 papers B 1Journal 10Unranked 6
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
2025 B conf
MedBlock-Bot: A Blockchain-Enabled RAG System for Providing Feedback to Large Language Models Accessing Pediatric Clinical Guidelines.
CBMS
Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
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
2024 — conf
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline.
EMBC
Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
2024 J jnl
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline.
CoRR
Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
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
2020 J jnl
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning?
CoRR
Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf
2020 — conf
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalize to rare congenital heart diseases for surgical planning?
Image-Guided Procedures
Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf
2020 J jnl
Utility of deep learning networks for the generation of artificial cardiac magnetic resonance images in congenital heart disease.
BMC Medical Imaging
Gerhard-Paul Diller, Julius Vahle, Robert Radke, Maria Luisa Benesch Vidal, Alicia Jeanette Fischer, Ulrike M. M. Bauer, Samir Sarikouch, Felix Berger, Philipp Beerbaum, Helmut Baumgartner, Stefan Orwat
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
2015 — conf
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition.
MICCAI (3)
Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
2015 J jnl
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics.
IEEE Trans. Medical Imaging
Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
2013 J jnl
Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.
Medical Biol. Eng. Comput.
Jürgen Weese, Alexandra Groth, Hannes Nickisch, Hans Barschdorf, Frank M. Weber, Jérôme Velut, Miguel Castro, Christine Toumoulin, Jean-Louis Coatrieux, Mathieu De Craene, Gemma Piella, Catalina Tobon-Gomez, Alejandro F. Frangi, David C. Barber, Izra Valverde, Yubing Shi, Cristina Staicu, A. Brown, Philipp Beerbaum, D. Rodney Hose
2011 — conf
Measurement of Aortic Pressure Wave Velocity by 4D Image Registration.
MIUA
David C. Barber, Yubing Shi, Cristina Staicu, Philipp Beerbaum, Izra Valverde, Joanna Baginska, Marcel C. M. Rutten, Nicholas R. Gaddum, D. Rodney Hose
2009 — conf
Developing and Evaluating Virtual Cardiotomy for Preoperative Planning in Congenital Heart Disease.
MMVR
Thomas Sangild Sørensen, Philipp Beerbaum, Jesper Mosegaard, Gerald Franz Greil