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

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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 by Joran Deschamps, Damian Dalle Nogare, Florian Jug

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

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

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

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

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

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

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

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

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

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

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

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