Philipp Beerbaum
According to our database1,
Philipp Beerbaum
authored at least 15 papers
between 2009 and 2025.
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Bibliography
2025
A rule-based clinical decision support system for detection of acute kidney injury after pediatric cardiac surgery.
Comput. Biol. Medicine, 2025
MedBlock-Bot: A Blockchain-Enabled RAG System for Providing Feedback to Large Language Models Accessing Pediatric Clinical Guidelines.
Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025
2024
Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning.
CoRR, 2024
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
2021
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., 2021
Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021
2020
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
Utility of deep learning networks for the generation of artificial cardiac magnetic resonance images in congenital heart disease.
BMC Medical Imaging, 2020
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalize to rare congenital heart diseases for surgical planning?
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020
2018
An interoperable clinical decision-support system for early detection of SIRS in pediatric intensive care using openEHR.
Artif. Intell. Medicine, 2018
2015
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics.
IEEE Trans. Medical Imaging, 2015
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
2013
Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.
Medical Biol. Eng. Comput., 2013
2011
Measurement of Aortic Pressure Wave Velocity by 4D Image Registration.
Proceedings of the Medical Image Understanding and Analysis, 2011
2009
Developing and Evaluating Virtual Cardiotomy for Preoperative Planning in Congenital Heart Disease.
Proceedings of the Medicine Meets Virtual Reality 17 - NextMed: Design for/the Well Being, 2009