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The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more
25citations -
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-effect correction improves downstream imaging mass cytometry data quality and facilitates robust cell type identification in the liver and hepatocellular carcinoma microenvironment2025 Zeitschrift für Gastroenterologie conference-paper Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics
Henrike Salié, Ana Marta Sequeira, Marieke E. Ijsselsteijn, Felix Röttele, Yuan Suo, Lara Wischer, +4 more
0citations -
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 -
Enhancing Flexibility and Resilience of Manufacturing Systems for Small-Batch Production through Simulation Modeling2026 Procedia Computer Science conference-paper Engineering Flexible and Reconfigurable Manufacturing Systems Open access
Maximilian Gey, Janis Menke, Gonsalves Grünert, Philipp Niemietz, Thomas Bergs
0citations -
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 -
Optimal Stopping of Batch Processes with Stochastic Dynamics – A Study of When to Act under Uncertainty2026 Systems and Control Transactions conference-paper Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Rafif S. Ramadhan, Luca Antonia Grebe, Maximilian Maschmeier, Johannes Pastoors, Eike Cramer
0citations