ArticleNature methods2023
Challenges and opportunities in bioimage analysis.
Article in Nature methods, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 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
21 citing papers in PubMed.
- A universal foundation model for grounded biomedical image interpretation.Nature communications · 2026Article
- Physics-informed multi-encoder adaptive optics enables rapid aberration correction for intravital microscopy of deep complex tissue.Nature communications · 2026Article
- Aberration-aware 3D localization microscopy via self-supervised neural-physics learning.Nature communications · 2026Article
- Unsupervised transfer learning enables multi-animal tracking without training annotation.Nature methods · 2026Article
- FishFeats: streamlined quantification of multimodal labeling at the single-cell level in 3D tissues.Bioinformatics (Oxford, England) · 2026Article
- Intravital mesoscale optical imaging: challenges, techniques, and future perspectives.Biophysics reports · 2026Article
- Nanoscale Imaging of Biological Tissues: Techniques, Challenges and Emerging Frontiers.Nanomaterials (Basel, Switzerland) · 2025Review
- XFruitSeg-A general plant fruit segmentation model based on CT imaging.Plant phenomics (Washington, D.C.) · 2025Article
- Near-Infrared Emission Perovskites for Multifunctional Bioimaging.Small science · 2025Article
- A Cell Observatory to reveal the subcellular foundations of life.Nature methods · 2025Article
- Computational Super-Resolution: An Odyssey in Harnessing Priors to Enhance Optical Microscopy Resolution.Analytical chemistry · 2025Review
- A foundation model for joint segmentation, detection and recognition of biomedical objects across nine modalities.Nature methods · 2025Article
- Self-supervised learning analysis of multi-FISH labeled cell-type map in thick brain slices.Frontiers in neuroscience · 2025Article
- Revealing real-time 3D in vivo pathogen dynamics in plants by label-free optical coherence tomography.Nature communications · 2024Article
- Optical microscopic imaging, manipulation, and analysis methods for morphogenesis research.Microscopy (Oxford, England) · 2024Review
- Plant microphenotype: from innovative imaging to computational analysis.Plant biotechnology journal · 2024Review
- Defining the boundaries: challenges and advances in identifying cells in microscopy images.Current opinion in biotechnology · 2024Review
- SciJava Ops: an improved algorithms framework for Fiji and beyond.Frontiers in bioinformatics · 2024Article
- Opportunities and Challenges in Applying AI to Evolutionary Morphology.Integrative organismal biology (Oxford, England) · 2024Review
- Model-Based Explainable Deep Learning for Light-Field Microscopy Imaging.IEEE transactions on image processing : a publication of the IEEE Signal Processing Society · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
Identifiers
37433996What 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.