Evidence map›Paper›PMID 37879924›Full record

ArticleSheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi2023

[Expert knowledge-based strategies for ventilator parameter setting and stepless adaptive adjustment].

Yongyan Wang, Songhua Ma, Tianliang Hu, Dedong Ma, Xianhui Lian, Shuai Wang, Jiguo Zhang

Abstract readEnglish Abstract
PubMed Full text at PMC Publisher
In one paragraph

Article in Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. [Design and validation of an automated testing system for essential performance parameters of ventilators].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2025
    Article
  2. [Design and simulation study of positive pressure ventilation system in a simulated human biological lung].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2024
    Article
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

7 authors.

Yongyan WangSchool of Mechanical Engineering, Shandong University, Jinan 250061, P. R. China.
Songhua MaSchool of Mechanical Engineering, Shandong University, Jinan 250061, P. R. China.
Tianliang HuSchool of Mechanical Engineering, Shandong University, Jinan 250061, P. R. China.
Dedong MaQilu Hospital of Shandong University, Jinan 250012, P. R. China.
Xianhui LianSchool of Mechanical Engineering, Shandong University, Jinan 250061, P. R. China.
Shuai WangSchool of Mechanical Engineering, Shandong University, Jinan 250061, P. R. China.
Jiguo ZhangSchool of Mechanical Engineering, Shandong University, Jinan 250061, P. R. China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The setting and adjustment of ventilator parameters need to rely on a large amount of clinical data and rich experience. This paper explored the problem of difficult decision-making of ventilator parameters due to the time-varying and sudden changes of clinical patient's state, and proposed an expert knowledge-based strategies for ventilator parameter setting and stepless adaptive adjustment based on fuzzy control rule and neural network. Based on the method and the real-time physiological state of clinical patients, we generated a mechanical ventilation decision-making solution set with continuity and smoothness, and automatically provided explicit parameter adjustment suggestions to medical personnel. This method can solve the problems of low control precision and poor dynamic quality of the ventilator's stepwise adjustment, handle multi-input control decision problems more rationally, and improve ventilation comfort for patients.

Indexed as

Respiration, ArtificialVentilators, MechanicalHumansNeural Networks, ComputerAdaptive ventilationParameter settingStepless adjustmentVentilator

Identifiers

PMID37879924
PMCPMC10600427

What OpenQuestion holds

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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.