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Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access
Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more
64citations -
BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks2024 Nature Communications article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 1 patent
Simon J. Pelletier, Mickaël Leclercq, Florence Roux‐Dalvai, Matthijs B. de Geus, Shannon N. Leslie, Weiwei Wang, +6 more
24citations -
Batch-to-Batch Variation and Patient Heterogeneity in Thymoglobulin Binding and Specificity: One Size Does Not Fit All2025 Journal of Clinical Medicine article Medicine Monoclonal and Polyclonal Antibodies Research Open access
Nicoline H. M. den Hollander, Diahann T. S. L. Jansen, Bart O. Roep
0citations -
Comparative evaluation of the extracellular production of a polyethylene terephthalate degrading cutinase by Corynebacterium glutamicum and leaky Escherichia coli in batch and fed-batch processes2024 Microbial Cell Factories article Biochemistry, Genetics and Molecular Biology Enzyme Production and Characterization Open access
Stefanie Fritzsche, Holger Hübner, Marco Oldiges, Kathrin Castiglione
12citations -
Unraveling the impact of pH, sodium concentration, and medium osmolality on Vibrio natriegens in batch processes2024 BMC Biotechnology article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Eva Forsten, Steffen Gerdes, René Petri, Jochen Büchs, Jørgen Barsett Magnus
16citations -
Small-scale fed-batch cultivations of Vibrio natriegens: overcoming challenges for early process development2025 Bioprocess and Biosystems Engineering article Engineering Fluid Dynamics and Mixing Open access
Clara Lüchtrath, Eva Forsten, Romeos Polis, Aylin Sara Genis, Marcel Hövels, Uwe Deppenmeier, +2 more
5citations -
Variability and high temperature reliability of graphene field-effect transistors with thin epitaxial CaF2 insulators2024 npj 2D Materials and Applications article Materials Science Graphene research and applications Open access
Yu. Yu. Illarionov, Theresia Knobloch, Burkay Uzlu, Alexander G. Banshchikov, Ivan Ivanov, Viktor A. Sverdlov, +9 more
13citations -
Operational window of a deammonifying sludge for mainstream application in a municipal wastewater treatment plant2023 Water and Environment Journal article Environmental Science Wastewater Treatment and Nitrogen Removal Open access
Dheeraja Cheenakula, Svea Paulsen, Fabian Ott, Markus Grömping
1citations -
From Single Batch to Mass Production–Automated Platform Design Concept for a Phase II Clinical Trial Tissue Engineered Cartilage Product2021 Frontiers in Medicine article Medicine Tissue Engineering and Regenerative Medicine Open access cited by 1 patent
Sebastian Haeusner, Laura Herbst, Patrick Bittorf, Chris Henze, Marc Mauermann, Jelena Ochs, +6 more
16citations -
scDecorr: feature decorrelation based representation learning enables self-supervised alignment of multiple single-cell experiments2026 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ritabrata Sanyal, Yang Xu, Hyojin Kim, Rafael Kramann, Sikander Hayat
0citations -
A framework for employing longitudinally collected multicenter electronic health records to stratify heterogeneous patient populations on disease history2022 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Marc P. Maurits, Ilya Korsunsky, Soumya Raychaudhuri, Shawn N. Murphy, Jordan W. Smoller, Scott T. Weiss, +8 more
13citations -
Insights into the morphology‐productivity relationship of filamentous fungi through small‐scale cultivation and automated microscopy of Thermothelomyces thermophilus2025 Biotechnology Progress article Agricultural and Biological Sciences Phytase and its Applications Open access
Katja Rohr, Bertram Geinitz, Johannes Seiffarth, Aydin Anbarani, Sören Bernauer, Matthias Moch, +4 more
4citations -
Semi‐automated background removal limits data loss and normalizes imaging mass cytometry data2021 Cytometry Part A article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 1 patent
Marieke E. Ijsselsteijn, Antonios Somarakis, Boudewijn P. F. Lelieveldt, Thomas Höllt, Noel F.C.C. de Miranda
47citations -
Upgrading bio-based acetone to diacetone alcohol by aldol reaction using Amberlyst A26-OH as catalyst2022 Reaction Kinetics Mechanisms and Catalysis article Engineering Catalysis for Biomass Conversion Open access
Matthias Eisenacher, Moritz Venschott, Dominik Dylong, W.F. Hoëlderich, Jan Schütz, Werner Bonrath
8citations