Evidence map›Paper›PMID 38002543›Full record

ArticleBrain sciences2023

EEG-Based Target Detection Using an RSVP Paradigm under Five Levels of Weak Hidden Conditions.

Jinling Lian, Xin Qiao, Yuwei Zhao, Siwei Li, Changyong Wang, Jin Zhou

Abstract read
In one paragraph

Article in Brain sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Brain connectivity changes associated with acute sleep deprivation: a systematic review.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2025
    Pooled it
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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

6 authors.

Jinling LianDepartment of Neural Engineering and Biological Interdisciplinary Studies, Beijing Institute of Basic Medical Sciences, 27 Taiping Rd., Beijing 100850, China.ORCID 0000-0001-5710-6357
Xin QiaoDepartment of Neural Engineering and Biological Interdisciplinary Studies, Beijing Institute of Basic Medical Sciences, 27 Taiping Rd., Beijing 100850, China.
Yuwei ZhaoDepartment of Neural Engineering and Biological Interdisciplinary Studies, Beijing Institute of Basic Medical Sciences, 27 Taiping Rd., Beijing 100850, China.
Siwei LiDepartment of Neural Engineering and Biological Interdisciplinary Studies, Beijing Institute of Basic Medical Sciences, 27 Taiping Rd., Beijing 100850, China.
Changyong WangDepartment of Neural Engineering and Biological Interdisciplinary Studies, Beijing Institute of Basic Medical Sciences, 27 Taiping Rd., Beijing 100850, China.
Jin ZhouDepartment of Neural Engineering and Biological Interdisciplinary Studies, Beijing Institute of Basic Medical Sciences, 27 Taiping Rd., Beijing 100850, China.

Funding

the Beijing Nova Program Z201100006820144the STI 2030-Major Projects 2021ZD0201600
6 · The paper itself

Abstract

Although target detection based on electroencephalogram (EEG) signals has been extensively investigated recently, EEG-based target detection under weak hidden conditions remains a problem. In this paper, we proposed a rapid serial visual presentation (RSVP) paradigm for target detection corresponding to five levels of weak hidden conditions quantitively based on the RGB color space. Eighteen subjects participated in the experiment, and the neural signatures, including P300 amplitude and latency, were investigated. Detection performance was evaluated under five levels of weak hidden conditions using the linear discrimination analysis and support vector machine classifiers on different channel sets. The experimental results showed that, compared with the benchmark condition, (1) the P300 amplitude significantly decreased (8.92 ± 1.24 μV versus 7.84 ± 1.40 μV,

Indexed as

electroencephalogramevent-related potentialrapid serial visual presentationtarget detectionweak hidden conditions

Identifiers

PMID38002543
PMCPMC10670035

What OpenQuestion holds

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Registered trials

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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.