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High-Throughput FPGA-Based Inference of Gradient Tree Boosting Models for Position Estimation in PET Detectors2023 IEEE Transactions on Radiation and Plasma Medical Sciences article Medicine Medical Imaging Techniques and Applications Open access
Karl Krueger, Florian Mueller, Pierre Gebhardt, Bjoern Weissler, David Schug, Volkmar Schulz
17citations -
High throughput software-based gradient tree boosting positioning for PET systems2021 Biomedical Physics & Engineering Express article Medicine Medical Imaging Techniques and Applications Open access
Christian Wassermann, Florian Mueller, Thomas Dey, Janko Lambertus, David Schug, Volkmar Schulz, +1 more
8citations -
Modeling Postoperative Mortality in Older Patients by Boosting Discrete-Time Competing Risks Models2023 Journal of the American Statistical Association article Medicine Cardiac, Anesthesia and Surgical Outcomes Open access
Moritz Berger, Ana Kowark, Rolf Rossaint, Mark Coburn, Matthias C. Schmid
1citations -
Euclid: Identifying the reddest high-redshift galaxies in the Euclid Deep Fields with gradient-boosted trees2024 Astronomy and Astrophysics article Physics and Astronomy Astronomy and Astrophysical Research Open access
Theosamuele Signor, Laura Bisigello, M. Bolzonella, K. I. Caputi, Emanuele Daddi, G. De Lucia, +92 more
7citations -
Predicting Drug Response with Multi-Task Gradient-Boosted Trees in Epilepsy2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Epilepsy research and treatment Open access
Christian M. Boßelmann, Roland Krause, Patrick May, Stefan Wolking, Gianpiero L. Cavalleri, Norman Delanty, +11 more
0citations -
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations
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Tree-based algorithms for weakly supervised anomaly detection2024 Physical review. D/Physical review. D. article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, Parada Prangchaikul, +3 more
28citations -
Back To The Roots: Tree-Based Algorithms for Weakly Supervised Anomaly Detection2023 arXiv (Cornell University) preprint Computer Science Anomaly Detection Techniques and Applications Open access
Thorben Finke, Marie Hein, Gregor Kasieczka, Michael Krämer, Alexander Mück, Parada Prangchaikul, +3 more
1citations -
Methodological choices influence machine learning performance for predicting intracranial hypertension in traumatic brain injury2026 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
C. R. van Kaam, Cornelia Hoedemaekers, Kim J.M. Bladder, Johannes G. van der Hoeven, Jeanette Tas, Marcel J H Aries, +39 more
0citations -
Erklärbarkeit in KI-gestützter Differenzialdiagnostik von Lungenparenchymveränderungen in einer großen multizentrischen Kohorte2025 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren conference-paper Medicine Lung Cancer Diagnosis and Treatment
Benedikt Wichtlhuber, Andreas Michael Bucher, Paul Jacobs, Eric Frodl, Matthias Neitzel, Diane Miriam Renz, +3 more
0citations -
Digitalization impacts the COVID-19 pandemic and the stringency of government measures2022 Scientific Reports article Economics, Econometrics and Finance COVID-19 Pandemic Impacts Open access
Helen Heinrichs, Florian Mueller, Lucia Rohfleisch, Volkmar Schulz, Steven Roger Talbot, Fabian M. Kiessling
135citations -
A semi‐monolithic detector providing intrinsic DOI‐encoding and sub‐200 ps CRT TOF‐capabilities for clinical PET applications2022 Medical Physics article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access cited by 1 patent
Florian Mueller, Stephan Naunheim, Yannick Kuhl, David Schug, Torsten Solf, Volkmar Schulz
52citations -
Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach2023 IEEE Transactions on Neural Networks and Learning Systems article Medicine Medical Imaging Techniques and Applications Open access
Stephan Naunheim, Yannick Kuhl, David Schug, Volkmar Schulz, Florian Mueller
24citations -
Novel machine learning algorithm can identify patients at risk of poor overall survival following curative resection for colorectal liver metastases2022 Journal of Hepato-Biliary-Pancreatic Sciences article Medicine Hepatocellular Carcinoma Treatment and Prognosis Open access
Iakovos Amygdalos, Gustav Anton Müller‐Franzes, Jan Bednarsch, Zoltán Czigány, Tom Florian Ulmer, Philipp Bruners, +4 more
21citations -
A Generative Adversarial Network Approach to Predict Nanoparticle Size in Microfluidics2024 ACS Biomaterials Science & Engineering article Engineering Microfluidic and Capillary Electrophoresis Applications
Sara Mihandoost, Sima Rezvantalab, Roger M. Pallares, Volkmar Schulz, Fabian M. Kiessling
20citations