ArticleNature machine intelligence2021
Segmentation of Neurons from Fluorescence Calcium Recordings Beyond Real-time.
Article in Nature machine intelligence, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 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
28 citing papers in PubMed, 60 citations in OpenAlex.
- NeuroSeg-MF: robust neuron segmentation in two-photon CaBiomedical optics express · 2026Article
- Maladaptive Neuroplasticity Under Stress: Insights into Neuronal and Synaptic Changes in the Prefrontal Cortex.Molecular neurobiology · 2025Review
- Real-time self-supervised denoising for high-speed fluorescence neural imaging.Nature communications · 2025Article
- Coordination of distinct sources of excitatory inputs enhances motion selectivity in the mouse visual thalamus.Neuron · 2025Article
- DeepInMiniscope: Deep learning-powered physics-informed integrated miniscope.Science advances · 2025Article
- CalTrig: A GUI-Based Machine Learning Approach for Decoding Neuronal Calcium Transients in Freely Moving Rodents.eNeuro · 2025Article
- An end-to-end mass spectrometry data classification model with a unified architecture.Scientific reports · 2025Article
- ShaderNN: A Lightweight and Efficient Inference Engine for Real-time Applications on Mobile GPUs.Neurocomputing · 2025Article
- CalTrig: A GUI-based Machine Learning Approach for Decoding Neuronal Calcium Transients in Freely Moving Rodents.bioRxiv : the preprint server for biology · 2024Article
- An end-to-end recurrent compressed sensing method to denoise, detect and demix calcium imaging data.Nature machine intelligence · 2024Article
- Article
- Accurate neuron segmentation method for one-photon calcium imaging videos combining convolutional neural networks and clustering.Communications biology · 2024Article
- Closed-loop experiments and brain machine interfaces with multiphoton microscopy.Neurophotonics · 2024Review
- NeuroSeg-III: efficient neuron segmentation in two-photon CaBiomedical optics express · 2024Article
- A Semi-supervised Pipeline for Accurate Neuron Segmentation with Fewer Ground Truth Labels.eNeuro · 2024Article
- Neurophotonics: a comprehensive review, current challenges and future trends.Frontiers in neuroscience · 2024Review
- Pupil engineering for extended depth-of-field imaging in a fluorescence miniscope.Neurophotonics · 2023Article
- FIOLA: an accelerated pipeline for fluorescence imaging online analysis.Nature methods · 2023Article
- Article
- Rapid detection of neurons in widefield calcium imaging datasets after training with synthetic data.Nature methods · 2023Article
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 at 1 institution in 1 country.
Funding
Abstract
Fluorescent genetically encoded calcium indicators and two-photon microscopy help understand brain function by generating large-scale
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.