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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 Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Karl Krueger, Florian Mueller, Pierre Gebhardt, Bjoern Weissler, David Schug, Volkmar Schulz
17citations -
Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search2024 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
Vicente P. Soloviev, Vedran Dunjko, Concha Bielza, Pedro Larrañaga, Hao Wang
2citations -
Repairability of Inexact Solvers in Recursive State Estimation with Machine Learning2026 arXiv (Cornell University) preprint Computer Science Target Tracking and Data Fusion in Sensor Networks Open access
Yanjun Ji, Dennis Willsch, Orkun Şensebat, Priyanka Arkalgud Ganeshamurthy, Zhi Pei, M. Sahnawaz Alam, +5 more
0citations -
Image distortion correction for MRI in low field permanent magnet systems with strong B0 inhomogeneity and gradient field nonlinearities2021 Magnetic Resonance Materials in Physics Biology and Medicine article Medicine Advanced MRI Techniques and Applications Open access
Kirsten Koolstra, Thomas O’Reilly, Peter Börnert, ANDREW G. WEBB
36citations -
Euclid: Identifying the reddest high-redshift galaxies in the Euclid Deep Fields with gradient-boosted trees2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Theosamuele Signor, Laura Bisigello, M. Bolzonella, K. I. Caputi, Emanuele Daddi, G. De Lucia, +92 more
7citations -
Exploring the need for a preload on the estimation of permeability, vessel radius, and relative cerebral blood volume in MR vascular fingerprinting–based dynamic susceptibility contrast perfusion imaging2024 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access
Daniëlle van Dorth, Krishnapriya Venugopal, Karen N. van der Werff, Marion Smits, Esther A. H. Warnert, Juan Antonio Hernandez-Tamames, +2 more
5citations -
Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Vicente P. Soloviev, Vedran Dunjko, Concha Bielza, Pedro Larrañaga, Hao Wang
0citations -
Advanced score system and automated search strategies for parameter estimation in mechanistic chromatography modeling2021 Journal of Chromatography A article Chemistry Analytical Chemistry and Chromatography Open access cited by 2 patents
William Heymann, Juliane Glaser, Fabrice Schlegel, Will Johnson, Pablo A. Rolandi, Eric von Lieres
24citations -
High throughput software-based gradient tree boosting positioning for PET systems2021 Biomedical Physics & Engineering Express article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Christian Wassermann, Florian Mueller, Thomas Dey, Janko Lambertus, David Schug, Volkmar Schulz, +1 more
8citations -
Estimation of Muscle Fascicle Orientation in Ultrasonic Images2020 International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Regina Pohle-Fröhlich, Christoph Dalitz, Charlotte Richter, Benjamin Stäudle, Kirsten Albracht
6citations