Evidence map›Paper›PMID 37091918›Full record

ArticleFrontiers in cellular neuroscience2023

NeuroSeg-II: A deep learning approach for generalized neuron segmentation in two-photon Ca

Zhehao Xu, Yukun Wu, Jiangheng Guan, Shanshan Liang, Junxia Pan, Meng Wang, Qianshuo Hu, Hongbo Jia, Xiaowei Chen, Xiang Liao

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in cellular neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Zhehao Xu *Advanced Institute for Brain and Intelligence, Medical College, Guangxi University, Nanning, China.
Yukun Wu *Advanced Institute for Brain and Intelligence, Medical College, Guangxi University, Nanning, China.
Jiangheng GuanDepartment of Neurosurgery, The General Hospital of Chinese PLA Central Theater Command, Wuhan, China.
Shanshan LiangBrain Research Center and State Key Laboratory of Trauma, Burns, and Combined Injury, Third Military Medical University, Chongqing, China.
Junxia PanBrain Research Center and State Key Laboratory of Trauma, Burns, and Combined Injury, Third Military Medical University, Chongqing, China.
Meng WangCenter for Neurointelligence, School of Medicine, Chongqing University, Chongqing, China.
Qianshuo HuSchool of Artificial Intelligence, Chongqing University of Technology, Chongqing, China.
Hongbo JiaAdvanced Institute for Brain and Intelligence, Medical College, Guangxi University, Nanning, China.
Xiaowei ChenAdvanced Institute for Brain and Intelligence, Medical College, Guangxi University, Nanning, China.
Xiang LiaoCenter for Neurointelligence, School of Medicine, Chongqing University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of two-photon microscopy and Ca

Indexed as

attention mechanismdeep learninggeneralized neuron segmentationhybrid trainingtwo-photon Ca2+ imaging

Identifiers

PMID37091918
PMCPMC10117760

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.