Technology
NanoJ
GitHub:
- HenriquesLab/NanoJ-Core
Publication: Laine et al. Journal of Physics D - Applied Physics 2019
137
NanoJ is an open-source image analysis framework developed to support high-performance super-resolution microscopy. It consists of several modular plugins that can be used together or independently to correct common issues in microscopy images, reconstruct super-resolution data, assess image quality, model structures, and automate experiments.
The core of the framework is a set of libraries and basic image analysis tools to enable GPU-accelerated computing for high-speed image processing. Built on top of this are the main components:
NanoJ-Core provides tools for drift correction to compensate for sample motion during image acquisition, as well as multi-channel registration to align different color channels. Both use cross-correlation analysis to estimate the distortion and then apply analytical corrections.
NanoJ-SRRF is an algorithm to reconstruct super-resolution data from a short sequence of diffraction-limited images, which can be acquired on most standard microscopes without special buffers or photoswitching. It analyzes radial fluctuations in fluorescence to pinpoint molecules.
NanoJ-SQUIRREL generates quantitative maps assessing the resolution, artifacts, and consistency between a super-resolution image and its corresponding diffraction-limited image. This helps optimize imaging protocols.
NanoJ-VirusMapper performs single particle analysis on images of identical structures like viruses to detect, align and average them to create a high-precision structural model. It works for any symmetry and microscopy method.
NanoJ-Fluidics controls automated microfluidics hardware for on-stage sample treatment. This enables multiplexed, optimized experiments by exchanging buffers, antibodies, etc. during timelapse imaging.
Together, these tools aim to make super-resolution microscopy more accessible and quantitative. A typical workflow would use NanoJ-Core for drift/channel corrections, NanoJ-SRRF for live cell image reconstruction, NanoJ-SQUIRREL for quality control, and NanoJ-Fluidics for automated optimization.
The modular design allows each component to be updated separately within the ImageJ framework. NanoJ utilizes GPU acceleration for real-time processing of large datasets. It is open-source to facilitate community contributions and has been designed to be user-friendly even for non-experts. Going forward, the developers plan to expand it with more quantification tools to extract biologically relevant information from microscope images.
Publications featuring NanoJ
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Harnessing artificial intelligence to reduce phototoxicity in live imaging Estibaliz Gómez-de-Mariscal, Mario Del Rosario, Joanna W. Pylvänäinen, Guillaume Jacquemet, Ricardo Henriques Perspective published in Journal of Cell Science, February 2024 Technologies: BioImage Model Zoo, CARE, DeepBacs, NanoJ-SRRF and ZeroCostDL4Mic Funded by: CZI, EMBO, ERC, H2021 and H2022 DOI: 10.1242/jcs.261545 |
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The Rise of Data-Driven Microscopy powered by Machine Learning Leonor Morgado, Estibaliz Gómez-de-Mariscal, Hannah S Heil, Ricardo Henriques Preprint published in arXiv, January 2024 Technologies: BioImage Model Zoo, DL4MicEverywhere, NanoJ, NanoJ-Fluidics and ZeroCostDL4Mic Funded by: CZI, EMBO, ERC, FCT, H2021 and H2022 DOI: 10.48550/arXiv.2401.05282 |
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High-fidelity 3D live-cell nanoscopy through data-driven enhanced super-resolution radial fluctuation Romain F. Laine, Hannah S. Heil, Simao Coelho, Jonathon Nixon-Abell, Angélique Jimenez, Theresa Wiesner, Damián Martínez, Tommaso Galgani, Louise Régnier, Aki Stubb, Gautier Follain, Samantha Webster, Jesse Goyette, Aurelien Dauphin, Audrey Salles, Siân Culley, Guillaume Jacquemet, Bassam Hajj, Christophe Leterrier, Ricardo Henriques Paper published in Nature Methods, November 2023 Technologies: CARE, NanoJ, NanoJ-eSRRF, NanoJ-SQUIRREL, NanoJ-SRRF, NanoPyx and Nuclear-Pores as references Funded by: CZI, EMBO, ERC, FCT, H2021, H2022, InnOValley and Wellcome Trust News: Photonics.com, The Science Times, Optics.org and Phys.org Blogs: Springer Nature Protocols and Methods Community DOI: 10.1038/s41592-023-02057-w |
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NanoPyx - super-fast bioimage analysis powered by adaptive machine learning Bruno M. Saraiva, Inês M. Cunha, António D. Brito, Gautier Follain, Raquel Portela, Robert Haase, Pedro M. Pereira, Guillaume Jacquemet, Ricardo Henriques Preprint published in bioRxiv, August 2023 Technologies: CARE, NanoJ, NanoJ-eSRRF, NanoJ-SQUIRREL, NanoJ-SRRF, NanoJ-VirusMapper and NanoPyx Funded by: CZI, EMBO, ERC, H2021 and H2022 DOI: 10.1101/2023.08.13.553080 |
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Live-cell imaging in the deep learning era Joanna W Pylvänäinen, Estibaliz Gómez-de-Mariscal, Ricardo Henriques, Guillaume Jacquemet Review published in Current Opinion in Cell Biology, January 2023 Technologies: BioImage Model Zoo, CARE, DeepBacs, Fast4DReg, NanoJ, NanoJ-eSRRF, NanoJ-Fluidics, NanoJ-SRRF and ZeroCostDL4Mic Funded by: CZI, EMBO, ERC and H2021 DOI: 10.1016/j.ceb.2023.102271 |
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Fast4DReg–fast registration of 4D microscopy datasets Joanna W Pylvänäinen, Romain F Laine, Bruno MS Saraiva, Sujan Ghimire, Gautier Follain, Ricardo Henriques, Guillaume Jacquemet Paper published in Journal of Cell Science, January 2023 Technologies: CARE, Fast4DReg, NanoJ and ZeroCostDL4Mic Funded by: CZI and ERC DOI: 10.1242/jcs.260728 |
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Processive movement of Staphylococcus aureus essential septal peptidoglycan synthases is independent of FtsZ treadmilling and drives cell constriction Simon Schaeper, Antonio D Brito, Bruno M Saraiva, Georgia R Squyres, Matthew J Holmes, Ethan C Garner, Zach Hensel, Ricardo Henriques, Mariana G Pinho Preprint published in bioRxiv, January 2023 Technologies: NanoJ Funded by: EMBO and ERC DOI: 10.1101/2023.06.29.547026 |
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Mapping molecular complexes with super-resolution microscopy and single-particle analysis Afonso Mendes, Hannah S. Heil, Simao Coelho, Christophe Leterrier, Ricardo Henriques Paper published in Open Biology, July 2022 Technologies: NanoJ-VirusMapper, Nuclear-Pores as references and ZeroCostDL4Mic Funded by: EMBO, ERC and Wellcome Trust DOI: 10.1098/rsob.220079 |
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DeepBacs for multi-task bacterial image analysis using open-source deep learning approaches Christoph Spahn, Estibaliz Gómez-de-Mariscal, Romain F. Laine, Pedro M. Pereira, Lucas von Chamier, Mia Conduit, Mariana G. Pinho, Guillaume Jacquemet, Séamus Holden, Mike Heilemann, Ricardo Henriques Paper published in Communications Biology, July 2022 Technologies: BioImage Model Zoo, CARE, DeepBacs, NanoJ, NanoJ-SQUIRREL, NanoJ-SRRF and ZeroCostDL4Mic Funded by: CZI, ERC and Wellcome Trust DOI: 10.1038/s42003-022-03634-z |
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The LEGO® brick road to open science and biotechnology Etienne Boulter, Julien Colombelli, Ricardo Henriques, Chloé C. Féral Review published in Trends in Biotechnology, March 2022 Technologies: NanoJ, NanoJ-Fluidics and NanoJ-SRRF Funded by: EMBO, ERC and Wellcome Trust DOI: 10.1016/j.tibtech.2022.02.003 |
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Nanoscale colocalization of NK cell activating and inhibitory receptors controls signal integration David Tomaz, Pedro Matos Pereira, Nadia Guerra, Julian Dyson, Keith Gould, Ricardo Henriques Paper published in Frontiers in Immunology, January 2022 Technologies: NanoJ and NanoJ-SQUIRREL Funded by: BBSRC, EMBO and ERC DOI: 10.3389/fimmu.2022.868496 |
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Democratising deep learning for microscopy with ZeroCostDL4Mic 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 Paper published in Nature Communications, April 2021 Technologies: CARE, FBSR-TFM, NanoJ, NanoJ-SQUIRREL, NanoJ-SRRF and ZeroCostDL4Mic Funded by: EMBO, ERC and Wellcome Trust News: AZO Life Sciences, Drug Target Review, Nanotechnology Now and The Medical News Blogs: Microbiome Digest - Bik's Picks DOI: 10.1038/s41467-021-22518-0 |
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Application of Super-Resolution and Advanced Quantitative Microscopy to the Spatio-Temporal Analysis of Influenza Virus Replication Emma Touizer, Christian Sieben, Ricardo Henriques, Mark Marsh, Romain F. Laine Review published in Viruses, February 2021 Technologies: NanoJ-VirusMapper, Super-Beacons and ZeroCostDL4Mic Funded by: Wellcome Trust DOI: 10.3390/v13020233 |
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The field guide to 3D printing in microscopy Mario Del Rosario, Hannah S Heil, Afonso Mendes, Vittorio Saggiomo, Ricardo Henriques Review published in Adv. Biol., January 2021 Technologies: CARE, NanoJ, NanoJ-Fluidics and NanoJ-SRRF Funded by: EMBO, ERC and Wellcome Trust DOI: 10.1002/adbi.202100994 |
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Closed mitosis requires local disassembly of the nuclear envelope Gautam Dey, Siân Culley, Scott Curran, Uwe Schmidt, Ricardo Henriques, Wanda Kukulski, Buzz Baum Paper published in Nature, August 2020 Technologies: CARE, NanoJ, NanoJ-SRRF and Nuclear-Pores as references Funded by: BBSRC and Wellcome Trust News: Nature Asia DOI: 10.1038/s41586-020-2648-3 |
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The proteasome controls ESCRT-III–mediated cell division in an archaeon Gabriel Tarrason Risa, Fredrik Hurtig, Sian Bray, Anne E. Hafner, Lena Harker-Kirschneck, Peter Faull, Colin Davis, Dimitra Papatziamou, Delyan R. Mutavchiev, Catherine Fan, Leticia Meneguello, Andre Arashiro Pulschen, Gautam Dey, Siân Culley, Mairi Kilkenny, Diorge P. Souza, Luca Pellegrini, Robertus A. M. de Bruin, Ricardo Henriques, Ambrosius P. Snijders, Anđela Šarić, Ann-Christin Lindås, Nicholas P. Robinson, Buzz Baum Paper published in Science, August 2020 Technologies: NanoJ and NanoJ-SRRF News: NRK, Scitech Daily, NCYT - Noticias de la Ciencia y la Technologia and UPI.com DOI: 10.1126/science.aaz2532 |
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The cell biologist's guide to super-resolution microscopy Guillaume Jacquemet, Alexandre F. Carisey, Hellyeh Hamidi, Ricardo Henriques, Christophe Leterrier Review published in Journal of Cell Science, June 2020 Technologies: CARE, NanoJ, NanoJ-Fluidics, NanoJ-SRRF, Nuclear-Pores as references and ZeroCostDL4Mic Funded by: BBSRC and Wellcome Trust News: ScienMag and EurekAlert! DOI: 10.1242/jcs.240713 |
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Between life and death - strategies to reduce phototoxicity in super-resolution microscopy Kalina L Tosheva, Yue Yuan, Pedro Matos Pereira, Siân Culley, Ricardo Henriques Review published in Journal of Physics D - Applied Physics, January 2020 Technologies: CARE, NanoJ, NanoJ-Fluidics and NanoJ-SRRF Funded by: BBSRC and Wellcome Trust DOI: 10.1088/1361-6463/ab6b95 |
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An Introduction to Live-Cell Super-Resolution Imaging Siân Culley, Pedro Matos Pereira, Romain F Laine, Ricardo Henriques Book chapter published in Imaging from Cells to Animals In Vivo, January 2020 Technologies: CARE, NanoJ, NanoJ-Fluidics, NanoJ-SQUIRREL, NanoJ-SRRF and QuickPALM DOI: 10.1201/9781315174662-4 |
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Super‐beacons - Open‐source probes with spontaneous tuneable blinking compatible with live‐cell super‐resolution microscopy Pedro M Pereira, Nils Gustafsson, Mark Marsh, Musa M Mhlanga, Ricardo Henriques Paper published in Traffic, January 2020 Technologies: NanoJ, NanoJ-Fluidics, NanoJ-SQUIRREL, NanoJ-SRRF and Super-Beacons Funded by: BBSRC and Wellcome Trust DOI: 10.1111/tra.12728 |
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Fluctuation-based super-resolution traction force microscopy Aki Stubb, Romain F Laine, Mitro Miihkinen, Hellyeh Hamidi, Camilo Guzmán, Ricardo Henriques, Guillaume Jacquemet, Johanna Ivaska Paper published in Nano letters, January 2020 Technologies: CARE, FBSR-TFM, NanoJ, NanoJ-SQUIRREL and NanoJ-SRRF Funded by: BBSRC DOI: 10.1021/acs.nanolett.9b04083 |
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Nuclear pores as versatile reference standards for quantitative superresolution microscopy Jervis Vermal Thevathasan, Maurice Kahnwald, Konstanty Cieśliński, Philipp Hoess, Sudheer Kumar Peneti, Manuel Reitberger, Daniel Heid, Krishna Chaitanya Kasuba, Sarah Janice Hoerner, Yiming Li, Yu-Le Wu, Markus Mund, Ulf Matti, Pedro Matos Pereira, Ricardo Henriques, Bianca Nijmeijer, Moritz Kueblbeck, Vilma Jimenez Sabinina, Jan Ellenberg, Jonas Ries Paper published in Nature Methods, September 2019 Technologies: CARE, NanoJ, NanoJ-SQUIRREL, NanoJ-SRRF and Nuclear-Pores as references Funded by: BBSRC and Wellcome Trust News: Mirage News DOI: 10.1038/s41592-019-0574-9 |
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Artificial intelligence for microscopy - what you should know Lucas von Chamier, Romain F. Laine, Ricardo Henriques Review published in Biochemical Society Transactions, July 2019 Technologies: CARE, NanoJ, NanoJ-Fluidics, NanoJ-SQUIRREL and NanoJ-SRRF Funded by: BBSRC and Wellcome Trust DOI: 10.1042/bst20180391 |
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Nanoscale polarization of the entry fusion complex of vaccinia virus drives efficient fusion Robert D. M. Gray, David Albrecht, Corina Beerli, Moona Huttunen, Gary H. Cohen, Ian J. White, Jemima J. Burden, Ricardo Henriques, Jason Mercer Paper published in Nature Microbiology, July 2019 Technologies: NanoJ and NanoJ-VirusMapper Funded by: BBSRC and Wellcome Trust Blogs: Nature Microbiology Community DOI: 10.1038/s41564-019-0488-4 |
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Super-resolution fight club - assessment of 2D and 3D single-molecule localization microscopy software Daniel Sage, Thanh-An Pham, Hazen Babcock, Tomas Lukes, Thomas Pengo, Jerry Chao, Ramraj Velmurugan, Alex Herbert, Anurag Agrawal, Silvia Colabrese, Ann Wheeler, Anna Archetti, Bernd Rieger, Raimund Ober, Guy M. Hagen, Jean-Baptiste Sibarita, Jonas Ries, Ricardo Henriques, Michael Unser, Seamus Holden Paper published in Nature Methods, April 2019 Technologies: NanoJ-SRRF and QuickPALM Funded by: BBSRC DOI: 10.1038/s41592-019-0364-4 |
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Automating multimodal microscopy with NanoJ-Fluidics Pedro Almada, Pedro M. Pereira, Siân Culley, Ghislaine Caillol, Fanny Boroni-Rueda, Christina L. Dix, Guillaume Charras, Buzz Baum, Romain F. Laine, Christophe Leterrier, Ricardo Henriques Paper published in Nature Communications, March 2019 Technologies: NanoJ, NanoJ-Fluidics, NanoJ-SQUIRREL, NanoJ-SRRF and NanoJ-VirusMapper Funded by: BBSRC and Wellcome Trust News: Technology Times, MSN, DNYUZ and Express Informer DOI: 10.1038/s41467-019-09231-9 |
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NanoJ - a high-performance open-source super-resolution microscopy toolbox Romain F Laine, Kalina L Tosheva, Nils Gustafsson, Robert D M Gray, Pedro Almada, David Albrecht, Gabriel T Risa, Fredrik Hurtig, Ann-Christin Lindås, Buzz Baum, Jason Mercer, Christophe Leterrier, Pedro M Pereira, Siân Culley, Ricardo Henriques Paper published in Journal of Physics D - Applied Physics, January 2019 Technologies: NanoJ, NanoJ-Fluidics, NanoJ-SQUIRREL, NanoJ-SRRF, NanoJ-VirusMapper and QuickPALM Funded by: BBSRC and Wellcome Trust DOI: 10.1088/1361-6463/ab0261 |
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Real time multi-modal super-resolution microscopy through Super-Resolution Radial Fluctuations (SRRF-Stream) Justin Cooper, Mark Browne, Hugh Gribben, Martin Catney, Colin Coates, Alan Mullan, Geraint Wilde, Ricardo Henriques Paper published in Single Molecule Spectroscopy and Superresolution Imaging XII, January 2019 Technologies: NanoJ and NanoJ-SRRF DOI: 10.1117/12.2510761 |
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Fix your membrane receptor imaging - actin cytoskeleton and CD4 membrane organization disruption by chemical fixation Pedro M Pereira, David Albrecht, Siân Culley, Caron Jacobs, Mark Marsh, Jason Mercer, Ricardo Henriques Published in Frontiers in immunology, January 2019 Technologies: CARE, NanoJ, NanoJ-Fluidics and NanoJ-SQUIRREL Funded by: BBSRC and Wellcome Trust DOI: 10.3389/fimmu.2019.00675 |
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Content-aware image restoration - pushing the limits of fluorescence microscopy Martin Weigert, Uwe Schmidt, Tobias Boothe, Andreas Müller, Alexandr Dibrov, Akanksha Jain, Benjamin Wilhelm, Deborah Schmidt, Coleman Broaddus, Siân Culley, Mauricio Rocha-Martins, Fabián Segovia-Miranda, Caren Norden, Ricardo Henriques, Marino Zerial, Michele Solimena, Jochen Rink, Pavel Tomancak, Loic Royer, Florian Jug, Eugene W. Myers Paper published in Nature Methods, November 2018 Technologies: CARE, NanoJ-SQUIRREL and NanoJ-SRRF Funded by: BBSRC and Wellcome Trust News: Technology Networks, VBIO, Innovations Report and Informationsdienst Wissenschaft DOI: 10.1038/s41592-018-0216-7 |
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Heterogeneous localisation of membrane proteins in Staphylococcus aureus Felix Weihs, Katarzyna Wacnik, Robert D. Turner, Siân Culley, Ricardo Henriques, Simon J. Foster Paper published in Scientific Reports, February 2018 Technologies: NanoJ and NanoJ-SRRF Funded by: BBSRC and Wellcome Trust DOI: 10.1038/s41598-018-21750-x |
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Quantitative mapping and minimization of super-resolution optical imaging artifacts Siân Culley, David Albrecht, Caron Jacobs, Pedro Matos Pereira, Christophe Leterrier, Jason Mercer, Ricardo Henriques Paper published in Nature Methods, February 2018 Technologies: NanoJ, NanoJ-SQUIRREL, NanoJ-SRRF and QuickPALM Funded by: BBSRC and Wellcome Trust News: physicsworld.com DOI: 10.1038/nmeth.4605 |
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SRRF - Universal live-cell super-resolution microscopy Siân Culley, Kalina L Tosheva, Pedro Matos Pereira, Ricardo Henriques Paper published in The international journal of biochemistry & cell biology, January 2018 Technologies: NanoJ, NanoJ-SQUIRREL and NanoJ-SRRF Funded by: BBSRC and Wellcome Trust DOI: 10.1016/j.biocel.2018.05.014 |
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Septins recognize and entrap dividing bacterial cells for delivery to lysosomes Sina Krokowski, Damian Lobato-Marquez, Arnaud Chastanet, Pedro Matos Pereira, Dimitrios Angelis, Dieter Galea, Gerald Larrouy-Maumus, Ricardo Henriques, Elias T Spiliotis, Rut Carballido-Lopez, Serge Mostowy Published in Cell host & microbe, January 2018 Technologies: NanoJ-VirusMapper Funded by: BBSRC DOI: 10.1016/j.chom.2018.11.005 |
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Open-source single-particle analysis for super-resolution microscopy with VirusMapper Robert DM Gray, Jason Mercer, Ricardo Henriques Paper published in JoVE, January 2017 Technologies: NanoJ-VirusMapper Funded by: BBSRC DOI: 10.3791/55471 |
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VirusMapper - open-source nanoscale mapping of viral architecture through super-resolution microscopy Robert DM Gray, Corina Beerli, Pedro Matos Pereira, Kathrin Maria Scherer, Jerzy Samolej, Christopher Karl Ernst Bleck, Jason Mercer, Ricardo Henriques Paper published in Scientific reports, January 2016 Technologies: NanoJ-VirusMapper Funded by: BBSRC DOI: 10.1038/srep29132 |
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Funding contributing to NanoJ
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3D Nanoscope - a highly accessible, high-performance device for live cell nanoscopy Arturo G. Vesga Alias: 3DNanoScope4All Funded by: Marie Curie - HORIZON TMA MSCA Postdoctoral Fellowships Duration: March 2024 - February 2026 |
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Sub-cellular Metabolic Compartmentalization During Oocyte Development Zita Carvalho dos Santos, Ricardo Henriques, Jorge Carvalho Funded by: CZI - Measuring Metabolism Across Scales Duration: January 2024 - December 2026 |
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Cutting-edge super-resolution image analysis in napari through NanoJ Bruno Saraiva, Ricardo Henriques Funded by: CZI - Applications - napari Plugin Foundations grants Duration: January 2023 - December 2023 Publications: 2 |
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Real-Time high-content Super-Resolution Imaging of ES Cell States Eran Meshorer, Ricardo Henriques, Anna Kreshuk, Sandrine Lévêque-Fort, Nicolas Bourg, Genevieve Almouzni Alias: RT-SuperES Funded by: H2022 - EIC Pathfinder Open Duration: April 2022 - March 2027 Publications: 6 |
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VP-CLEM-KIT - a pipeline for democratising volumetric visual proteomics Lucy Collinson, Ricardo Henriques, Paul French Funded by: CZI - Visual Proteomics Imaging Duration: December 2021 - June 2024 Publications: 11 |
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Enabling Live-Cell 4D Super-Resolution Microscopy Guided by Artificial Intelligence Ricardo Henriques Alias: SelfDriving4DSR Funded by: ERC - Consolidator Duration: September 2021 - September 2026 Publications: 23 |
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Mapping the early stages of HIV-1 infection by live-cell 4D Super-Resolution Microscopy Hannah Heil Funded by: EMBO - Postdoctoral Fellowships Duration: September 2021 - August 2023 Publications: 5 |
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Artificial Intelligence for Image Data Analysis in the Life Sciences Anna Kreshuk, Florian Jug, Ricardo Henriques, Wei Ouyang, Arrate Muñoz-Barrutia, Emma Lundberg, Matthew Hartley Alias: AI4Life Funded by: H2021 - INFRA Duration: September 2021 - August 2025 Publications: 10 |
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Optial Biology PhD programme Michael Hausser, Ricardo Henriques, Antonella Riccio Funded by: Wellcome Trust - 4-year PhD Programme in Science Duration: August 2021 - August 2025 |
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Mapping HIV-1 infection by 4D Super-Resolution Microscopy Hannah Heil Funded by: FCT - CEEC Individual Duration: July 2021 - June 2027 Publications: 2 |
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Unveiling live-cell viral replication at the nanoscale Ricardo Henriques Funded by: EMBO - Installation Grant Duration: January 2021 - January 2026 Publications: 16 |
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Beyond protein localization - monitoring molecular function with nanometer sensitivity Ricardo Henriques, Romain Laine, Takeharu Nagai, Kai Lu Funded by: UCL - Strategic Partner Fund - Establishing collaborative research between UCL and Osaka University Duration: September 2019 - August 2020 |
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4D Super-Resolution Proteomics Ricardo Henriques Funded by: UCL - Capital Equipment Fund Duration: June 2019 - May 2020 |
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Minimal Model of Poxvirus Infection David Albrecht Funded by: Marie Curie - Postdoctoral Fellowships Duration: September 2017 - August 2019 |