Spatio-Temporal Metabolite Profiling of the Barley Germination Process by MALDI MS Imaging von Gorzolka, Karin, Kölling, Jan, Nattkemper, Tim W, Niehaus, Karsten

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MAIA-A machine learning assisted image annotation method for environmental monitoring and exploration von Zurowietz, Martin, Langenkämper, Daniel, Hosking, Brett, Ruhl, Henry A, Nattkemper, Tim W

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Deep learning-based diatom taxonomy on virtual slides von Kloster, Michael, Langenkämper, Daniel, Zurowietz, Martin, Beszteri, Bánk, Nattkemper, Tim W.

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The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects von Tan, Mingkun, Langenkämper, Daniel, Nattkemper, Tim W.

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ALMI-A Generic Active Learning System for Computational Object Classification in Marine Observation Images von Moeller, Torben, Nattkemper, Tim W.

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BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections von Langenkämper, Daniel, Zurowietz, Martin, Schoening, Timm, Nattkemper, Tim W.

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MetHoS: a platform for large-scale processing, storage and analysis of metabolomics data von Tzanakis, Konstantinos, Nattkemper, Tim W, Niehaus, Karsten, Albaum, Stefan P

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The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects von Canals, Miquel, Pham, Christopher K., Bergmann, Melanie, Gutow, Lars, Hanke, Georg, van Sebille, Erik, Angiolillo, Michela, Buhl-Mortensen, Lene, Cau, Alessando, Ioakeimidis, Christos, Kammann, Ulrike, Lundsten, Lonny, Papatheodorou, George, Purser, Autun, Sanchez-Vidal, Anna, Schulz, Marcus, Vinci, Matteo, Chiba, Sanae, Galgani, Francois, Langenkamper, Daniel, Moller, Tiia, Nattkemper, Tim W., Ruiz, Marta, Suikkanen, Sanna, Woodall, Lucy, Fakiris, Elias, Jack, Maria Eugenia Molina, Giorgetti, Alessandra

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On the impact of Citizen Science-derived data quality on deep learning based classification in marine images von Langenkämper, Daniel, Simon-Lledó, Erik, Hosking, Brett, Jones, Daniel O B, Nattkemper, Tim W

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Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint von Kloster, Michael, Burfeid-Castellanos, Andrea M, Langenkämper, Daniel, Nattkemper, Tim W, Beszteri, Bánk

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Semi-automated image analysis for the assessment of megafaunal densities at the Arctic deep-sea observatory HAUSGARTEN von Schoening, Timm, Bergmann, Melanie, Ontrup, Jörg, Taylor, James, Dannheim, Jennifer, Gutt, Julian, Purser, Autun, Nattkemper, Tim W

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Computer vision enables short- and long-term analysis of Lophelia pertusa polyp behaviour and colour from an underwater observatory von Osterloff, Jonas, Nilssen, Ingunn, Järnegren, Johanna, Van Engeland, Tom, Buhl-Mortensen, Pål, Nattkemper, Tim W.

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Unsupervised Knowledge Transfer for Object Detection in Marine Environmental Monitoring and Exploration von Zurowietz, Martin, Nattkemper, Tim W.

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TACOA: taxonomic classification of environmental genomic fragments using a kernelized nearest neighbor approach von Diaz, Naryttza N, Krause, Lutz, Goesmann, Alexander, Niehaus, Karsten, Nattkemper, Tim W

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Detection and visualization of communities in mass spectrometry imaging data von Wüllems, Karsten, Kölling, Jan, Bednarz, Hanna, Niehaus, Karsten, Hans, Volkmar H, Nattkemper, Tim W

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Fast visual exploration of mass spectrometry images with interactive dynamic spectral similarity pseudocoloring von Wüllems, Karsten, Zurowietz, Annika, Zurowietz, Martin, Schneider, Roland, Bednarz, Hanna, Niehaus, Karsten, Nattkemper, Tim W.

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Phylogenetic classification of short environmental DNA fragments von Krause, Lutz, Diaz, Naryttza N, Goesmann, Alexander, Kelley, Scott, Nattkemper, Tim W, Rohwer, Forest, Edwards, Robert A, Stoye, Jens

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An Interactive Visualization for Feature Localization in Deep Neural Networks von Zurowietz, Martin, Nattkemper, Tim W

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Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification von Langenkaemper, Daniel, van Kevelaer, Robin, Purser, Autun, Nattkemper, Tim W.

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ALLocator: an interactive web platform for the analysis of metabolomic LC-ESI-MS datasets, enabling semi-automated, user-revised compound annotation and mass isotopomer ratio analy... von Kessler, Nikolas, Walter, Frederik, Persicke, Marcus, Albaum, Stefan P, Kalinowski, Jörn, Goesmann, Alexander, Niehaus, Karsten, Nattkemper, Tim W

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