User profiles for Romain F. Laine
Romain F. LaineUniversity College London, MRC-LMCB Verified email at ucl.ac.uk Cited by 3145 |
NanoJ: a high-performance open-source super-resolution microscopy toolbox
RF Laine, KL Tosheva, N Gustafsson… - Journal of physics D …, 2019 - iopscience.iop.org
Super-resolution microscopy (SRM) has become essential for the study of nanoscale
biological processes. This type of imaging often requires the use of specialised image analysis …
biological processes. This type of imaging often requires the use of specialised image analysis …
Artificial intelligence for microscopy: what you should know
L von Chamier, RF Laine… - Biochemical Society …, 2019 - portlandpress.com
Artificial Intelligence based on Deep Learning (DL) is opening new horizons in biomedical
research and promises to revolutionize the microscopy field. It is now transitioning from the …
research and promises to revolutionize the microscopy field. It is now transitioning from the …
[HTML][HTML] Imaging in focus: an introduction to denoising bioimages in the era of deep learning
… open overlay panel Romain F. Laine a b , Guillaume Jacquemet c d e , Alexander Krull f …
Image denoising aims to provide a function f ( x ) ≈ s that takes a noisy image as input and …
Image denoising aims to provide a function f ( x ) ≈ s that takes a noisy image as input and …
[HTML][HTML] Democratising deep learning for microscopy with ZeroCostDL4Mic
Deep Learning (DL) methods are powerful analytical tools for microscopy and can outperform
conventional image processing pipelines. Despite the enthusiasm and innovations fuelled …
conventional image processing pipelines. Despite the enthusiasm and innovations fuelled …
TrackMate 7: integrating state-of-the-art segmentation algorithms into tracking pipelines
TrackMate is an automated tracking software used to analyze bioimages and is distributed
as a Fiji plugin. Here, we introduce a new version of TrackMate. TrackMate 7 is built to …
as a Fiji plugin. Here, we introduce a new version of TrackMate. TrackMate 7 is built to …
Avoiding a replication crisis in deep-learning-based bioimage analysis
Deep learning algorithms are powerful tools for analyzing, restoring and transforming
bioimaging data. One promise of deep learning is parameter-free one-click image analysis with …
bioimaging data. One promise of deep learning is parameter-free one-click image analysis with …
[HTML][HTML] Structural analysis of herpes simplex virus by optical super-resolution imaging
RF Laine, A Albecka, S Van De Linde, EJ Rees… - Nature …, 2015 - nature.com
Herpes simplex virus type-1 (HSV-1) is one of the most widespread pathogens among
humans. Although the structure of HSV-1 has been extensively investigated, the precise …
humans. Although the structure of HSV-1 has been extensively investigated, the precise …
[PDF][PDF] RNA docking and local translation regulate site-specific axon remodeling in vivo
Nascent proteins can be positioned rapidly at precise subcellular locations by local protein
synthesis (LPS) to facilitate localized growth responses. Axon arbor architecture, a major …
synthesis (LPS) to facilitate localized growth responses. Axon arbor architecture, a major …
Bringing TrackMate into the era of machine-learning and deep-learning
TrackMate is an automated tracking software used to analyze bioimages and distributed as a
Fiji plugin. Here we introduce a new version of TrackMate rewritten to improve performance …
Fiji plugin. Here we introduce a new version of TrackMate rewritten to improve performance …
[HTML][HTML] DeepBacs for multi-task bacterial image analysis using open-source deep learning approaches
This work demonstrates and guides how to use a range of state-of-the-art artificial neural-networks
to analyse bacterial microscopy images using the recently developed …
to analyse bacterial microscopy images using the recently developed …