Democratising deep learning for microscopy with ZeroCostDL4Mic von von Chamier, Lucas, Laine, Romain F., Jukkala, Johanna, Spahn, Christoph, Krentzel, Daniel, Nehme, Elias, Lerche, Martina, Hernández-Pérez, Sara, Mattila, Pieta K., Karinou, Eleni, Holden, Séamus, Solak, Ahmet Can, Krull, Alexander, Buchholz, Tim-Oliver, Jones, Martin L., Royer, Loïc A., Leterrier, Christophe, Shechtman, Yoav, Jug, Florian, Heilemann, Mike, Jacquemet, Guillaume, Henriques, Ricardo

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Cell segmentation methods for label-free contrast microscopy: review and comprehensive comparison von Vicar, Tomas, Balvan, Jan, Jaros, Josef, Jug, Florian, Kolar, Radim, Masarik, Michal, Gumulec, Jaromir

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Prediction of designer-recombinases for DNA editing with generative deep learning von Schmitt, Lukas Theo, Paszkowski-Rogacz, Maciej, Jug, Florian, Buchholz, Frank

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Content-aware image restoration: pushing the limits of fluorescence microscopy von Weigert, Martin, Schmidt, Uwe, Boothe, Tobias, Müller, Andreas, Dibrov, Alexandr, Jain, Akanksha, Wilhelm, Benjamin, Schmidt, Deborah, Broaddus, Coleman, Culley, Siân, Rocha-Martins, Mauricio, Segovia-Miranda, Fabián, Norden, Caren, Henriques, Ricardo, Zerial, Marino, Solimena, Michele, Rink, Jochen, Tomancak, Pavel, Royer, Loic, Jug, Florian, Myers, Eugene W.

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Regionalized tissue fluidization is required for epithelial gap closure during insect gastrulation von Jain, Akanksha, Ulman, Vladimir, Mukherjee, Arghyadip, Prakash, Mangal, Cuenca, Marina B., Pimpale, Lokesh G., Münster, Stefan, Haase, Robert, Panfilio, Kristen A., Jug, Florian, Grill, Stephan W., Tomancak, Pavel, Pavlopoulos, Anastasios

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CLIJ: GPU-accelerated image processing for everyone von Haase, Robert, Royer, Loic A., Steinbach, Peter, Schmidt, Deborah, Dibrov, Alexandr, Schmidt, Uwe, Weigert, Martin, Maghelli, Nicola, Tomancak, Pavel, Jug, Florian, Myers, Eugene W.

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The ImageJ ecosystem: Open‐source software for image visualization, processing, and analysis von Schroeder, Alexandra B., Dobson, Ellen T. A., Rueden, Curtis T., Tomancak, Pavel, Jug, Florian, Eliceiri, Kevin W.

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An objective comparison of cell-tracking algorithms von Ulman, Vladimír, Maška, Martin, Magnusson, Klas E G, Ronneberger, Olaf, Haubold, Carsten, Harder, Nathalie, Matula, Pavel, Matula, Petr, Svoboda, David, Radojevic, Miroslav, Smal, Ihor, Rohr, Karl, Jaldén, Joakim, Blau, Helen M, Dzyubachyk, Oleh, Lelieveldt, Boudewijn, Xiao, Pengdong, Li, Yuexiang, Cho, Siu-Yeung, Dufour, Alexandre C, Olivo-Marin, Jean-Christophe, Reyes-Aldasoro, Constantino C, Solis-Lemus, Jose A, Bensch, Robert, Brox, Thomas, Stegmaier, Johannes, Mikut, Ralf, Wolf, Steffen, Hamprecht, Fred A, Esteves, Tiago, Quelhas, Pedro, Demirel, Ömer, Malmström, Lars, Jug, Florian, Tomancak, Pavel, Meijering, Erik, Muñoz-Barrutia, Arrate, Kozubek, Michal, Ortiz-de-Solorzano, Carlos

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Monitoring single-cell gene regulation under dynamically controllable conditions with integrated microfluidics and software von Kaiser, Matthias, Jug, Florian, Julou, Thomas, Deshpande, Siddharth, Pfohl, Thomas, Silander, Olin K., Myers, Gene, van Nimwegen, Erik

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LABKIT: Labeling and Segmentation Toolkit for Big Image Data von Arzt, Matthias, Deschamps, Joran, Schmied, Christopher, Pietzsch, Tobias, Schmidt, Deborah, Tomancak, Pavel, Haase, Robert, Jug, Florian

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Probabilistic Noise2Void: Unsupervised Content-Aware Denoising von Krull, Alexander, Vičar, Tomáš, Prakash, Mangal, Lalit, Manan, Jug, Florian

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Differential lateral and basal tension drive folding of Drosophila wing discs through two distinct mechanisms von Sui, Liyuan, Alt, Silvanus, Weigert, Martin, Dye, Natalie, Eaton, Suzanne, Jug, Florian, Myers, Eugene W., Jülicher, Frank, Salbreux, Guillaume, Dahmann, Christian

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Reliable neuronal systems: the importance of heterogeneity von Lengler, Johannes, Jug, Florian, Steger, Angelika

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Better research software tools to elevate the rate of scientific discovery or why we need to invest in research software engineering von Deschamps, Joran, Dalle Nogare, Damian, Jug, Florian

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Editorial: Methods and Tools for Bioimage Analysis von Levet, Florian, Uhlmann, Virginie, Jug, Florian

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Zyxin contributes to coupling between cell junctions and contractile actomyosin networks during apical constriction von Slabodnick, Mark M, Tintori, Sophia C, Prakash, Mangal, Zhang, Pu, Higgins, Christopher D, Chen, Alicia H, Cupp, Timothy D, Wong, Terrence, Bowie, Emily, Jug, Florian, Goldstein, Bob

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Bioprinting Soft 3D Models of Hematopoiesis using Natural Silk Fibroin‐Based Bioink Efficiently Supports Platelet Differentiation von Di Buduo, Christian Andrea, Lunghi, Marco, Kuzmenko, Volodymyr, Laurent, Pierre‐Alexandre, Della Rosa, Giulia, Del Fante, Claudia, Dalle Nogare, Damian Edward, Jug, Florian, Perotti, Cesare, Eto, Koji, Pecci, Alessandro, Redwan, Itedale Namro, Balduini, Alessandra

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EmbedSeg: Embedding-based Instance Segmentation for Biomedical Microscopy Data von Lalit, Manan, Tomancak, Pavel, Jug, Florian

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Live-cell imaging powered by computation von Shroff, Hari, Testa, Ilaria, Jug, Florian, Manley, Suliana

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Using AI in bioimage analysis to elevate the rate of scientific discovery as a community von Nogare, Damian Dalle, Hartley, Matthew, Deschamps, Joran, Ellenberg, Jan, Jug, Florian

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