Philipp Beerbaum

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 9

Top Topics

Early Detection

Tensor Decomposition

Magnetic Resonance

Top Venues

BMC Medical Informatics Decis. Mak.

Artif. Intell. Medicine

Publications

Mohamed Yaseen Jabarulla, Steffen Oeltze-Jafra, Philipp Beerbaum, Theodor Uden
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline. CoRR (2024)
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
Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data. ICIMTH (2021)
Antje Wulff, Sara Montag, Nicole Rübsamen, Friederike Dziuba, Michael Marschollek, Philipp Beerbaum, André Karch, Thomas Jack
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. 21 (1) (2021)
Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalize to rare congenital heart diseases for surgical planning? Medical Imaging: Image-Guided Procedures (2020)
Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf
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 (2020)
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
Utility of deep learning networks for the generation of artificial cardiac magnetic resonance images in congenital heart disease. BMC Medical Imaging 20 (1) (2020)
Antje Wulff, Birger Haarbrandt, Erik Tute, Michael Marschollek, Philipp Beerbaum, Thomas Jack
An interoperable clinical decision-support system for early detection of SIRS in pediatric intensive care using openEHR. Artif. Intell. Medicine 89 (2018)
Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics. IEEE Trans. Medical Imaging 34 (7) (2015)
Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. MICCAI (3) (2015)
Jürgen Weese, Alexandra Groth, Hannes Nickisch, Hans Barschdorf, Frank M. Weber, Jérôme Velut, M. 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
Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations. Medical Biol. Eng. Comput. 51 (11) (2013)
David C. Barber, Yubing Shi, Cristina Staicu, Philipp Beerbaum, Izra Valverde, Joanna Baginska, Marcel C. M. Rutten, Nicholas R. Gaddum, D. Rodney Hose
Measurement of Aortic Pressure Wave Velocity by 4D Image Registration. MIUA (2011)
Thomas Sangild Sørensen, Philipp Beerbaum, Jesper Mosegaard, Gerald Franz Greil
Developing and Evaluating Virtual Cardiotomy for Preoperative Planning in Congenital Heart Disease. MMVR (2009)