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Digitale Transformation und künstliche Intelligenz in der Radiologie: Herausforderungen und Chancen für Klinik, Forschung und Nachwuchs2025 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren review Medicine Artificial Intelligence in Healthcare and Education Open access
Emily Hoffmann, Peter Bannas, Nadine Bayerl, Clemens C. Cyran, Matthias Dietzel, Michel Eisenblätter, +9 more
0citations -
Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Franz Schulze-Hagen, +9 more
343citations -
Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation2022 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Christoph Haarburger, Maximilian Franz Schulze-Hagen, Philipp Schad, +8 more
21citations -
Robust and fast post-processing of single-shot spin qubit detection events with a neural network2021 Scientific Reports article Physics and Astronomy Quantum and electron transport phenomena Open access
Tom Struck, Javed Lindner, Arne Hollmann, Floyd Schauer, Andreas Schmidbauer, Dominique Bougeard, +1 more
16citations -
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning2023 ChemRxiv preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
André Colliard-Granero, Jenia Jitsev, Michael Hermann Eikerling, Kourosh Malek, Mohammad J. Eslamibidgoli
0citations -
MIBiG 3.0: a community-driven effort to annotate experimentally validated biosynthetic gene clusters2022 Nucleic Acids Research article Medicine Microbial Natural Products and Biosynthesis Open access cited by 1 patent
Barbara R. Terlouw, Kai Blin, Jorge Carlos Navarro-Muñoz, Nicole E. Avalon, Marc G. Chevrette, Susan Egbert, +74 more
447citations -
Deep learning-based denoising for improved dose efficiency in EDX tomography of nanoparticles2021 Nanoscale article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access
Alexander S. Skorikov, Wouter Heyvaert, Wiebke Albrecht, Daniël M. Pelt, Sara Bals
28citations -
Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Community-driven ELIXIR activities in single-cell omics2022 F1000Research article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Paulo Czarnewski, Ahmed Essam Mahfouz, Raffaele Calogero, Patricia M. Palagi, Laura Portell-Silva, Asier Gonzalez‐Uriarte, +21 more
11citations -
Methodological and ethical challenges in designing and conducting research at the end of life: A systematic review of qualitative and textual evidence2023 International Journal of Nursing Practice review Medicine Palliative Care and End-of-Life Issues Open access
Karolina Horakova Vlckova, Silvia Gonella, Laura Bavelaar, Gary Mitchell, Tamara Sussman
3citations -
Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network2023 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access
Niklas C. Fehlemann, Ana Lia Suarez Aguilera, Stefan Sandfeld, Maximilian Neite, David Lenz, Markus Könemann, +1 more
9citations