ReviewProgress in biophysics and molecular biology2022
Mesoscale microscopy and image analysis tools for understanding the brain.
Review in Progress in biophysics and molecular biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed.
- Article
- Brain-wide mapping reveals temporal and sexually dimorphic opioid actions.Communications biology · 2026Article
- Biophysical simulation enables segmentation and nervous system atlas mapping for image first spatial omics.NPJ systems biology and applications · 2025Article
- IsoVISoR: Towards 3D Mesoscale Brain Mapping of Large Mammals at Isotropic Sub-micron Resolution.Neuroscience bulletin · 2025Article
- Software and pipelines for registration and analyses of rodent brain image data in reference atlas space.Frontiers in neuroinformatics · 2025Article
- The Brain Image Library: A Community-Contributed Microscopy Resource for Neuroscientists.Scientific data · 2024Article
- Automated identification of protein expression intensity and classification of protein cellular locations in mouse brain regions from immunofluorescence images.Medical & biological engineering & computing · 2024Article
- Between neurons and networks: investigating mesoscale brain connectivity in neurological and psychiatric disorders.Frontiers in neuroscience · 2024Review
- The Locare workflow: representing neuroscience data locations as geometric objects in 3D brain atlases.Frontiers in neuroinformatics · 2024Article
- Article
- Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images.bioRxiv : the preprint server for biology · 2023Article
- A cellular resolution atlas of Broca's area.Science advances · 2023Article
- BrainLine: An Open Pipeline for Connectivity Analysis of Heterogeneous Whole-Brain Fluorescence Volumes.Neuroinformatics · 2023Article
- Review
- AtOM, an ontology model to standardize use of brain atlases in tools, workflows, and data infrastructures.Scientific data · 2023Article
- BrainLine: An Open Pipeline for Connectivity Analysis of Heterogeneous Whole-Brain Fluorescence Volumes.bioRxiv : the preprint server for biology · 2023Article
- A neuroscientist's guide to using murine brain atlases for efficient analysis and transparent reporting.Frontiers in neuroinformatics · 2023Article
- Article
- Challenges and advances in optical 3D mesoscale imaging.Journal of microscopy · 2022Article
- The mouse brain after foot shock in four dimensions: Temporal dynamics at a single-cell resolution.Proceedings of the National Academy of Sciences of the United States of America · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Over the last ten years, developments in whole-brain microscopy now allow for high-resolution imaging of intact brains of small animals such as mice. These complex images contain a wealth of information, but many neuroscience laboratories do not have all of the computational knowledge and tools needed to process these data. We review recent open source tools for registration of images to atlases, and the segmentation, visualisation and analysis of brain regions and labelled structures such as neurons. Since the field lacks fully integrated analysis pipelines for all types of whole-brain microscopy analysis, we propose a pathway for tool developers to work together to meet this challenge.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.