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When Data Are Lacking: Physics-Based Inverse Design of Biopolymers Interacting with Complex, Fluid Phases2024 Journal of Chemical Theory and Computation article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access
Jeroen Methorst, Niek van Hilten, Art Hoti, Kai Steffen Stroh, Herre Jelger Risselada
10citations -
microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, +3 more
11citations -
microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, +3 more
1citations -
Dataset for "Computer vision assisted decomposition analysis of atom probe tomography data"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Hadian Raheleh, Jochen M. Schneider, Marcus Hans
1citations -
Dataset for "Computer vision assisted decomposition analysis of atom probe tomography data"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Hadian Raheleh, Jochen M. Schneider, Marcus Hans
0citations -
Anomaly Detection in Intensive Care Unit Data: A Comparative Analysis2026 International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Simon Fonck, Lavinia Goldermann, Sebastian Johannes Fritsch, Lena Olivier, André Stollenwerk
0citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
8citations -
A data-driven EIS approach for developing PEM fuel cell operation maps: A pathway towards applying neural networks2025 International Journal of Hydrogen Energy article Engineering Fuel Cells and Related Materials Open access
Oliver Schopen, Leon Bellinghausen, Thomas Esch, Bahman Shabani
6citations -
Evolutionary Probability and Stacked Regressions Enable Data-Driven Protein Engineering with Minimized Experimental Effort2024 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics
Alexander-Maurice Illig, Niklas E. Siedhoff, Mehdi D. Davari, Ulrich Schwaneberg
3citations -
FLAG-X: Hybrid machine learning workflows for automated gating of clinical flow cytometry data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Paul Martini, Marziyeh Mohammadi, Michael Christoph Thrun, David B. Blumenthal, Stefan W. Krause
1citations -
Human Inner Ear Anatomy: Labeled Volume CT Data of Inner Ear Fluid Space and Anatomical Landmarks2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jannik Stebani, Martin Blaimer, Tilmann Neun, Daniël M. Pelt, Kristen Rak
0citations -
Human Inner Ear Anatomy: Labeled Volume CT Data of Inner Ear Fluid Space and Anatomical Landmarks2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jannik Stebani, Martin Blaimer, Tilmann Neun, Daniël M. Pelt, Kristen Rak
0citations -
Training of AI Models Beyond the Local Dataset Using Federated Learning with 695,000 Non-Identically-Labeled Chest Radiographs2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Computer Science Privacy-Preserving Technologies in Data
Soroosh Tayebi Arasteh, Peter Isfort, Marwin-Jonathan Sähn, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
0citations -
A gap-filling method for room temperature data based on autoencoder neural networks2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck
5citations -
Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments2023 Methods of Information in Medicine article Health Professions Electronic Health Records Systems Open access
Kais Tahar, Yongli Mou, Raphael Verbuecheln, Holm Graeßner, Dagmar Krefting
13citations