Evidence map›Paper›PMID 36363487›Full record

ReviewMedicina (Kaunas, Lithuania)2022

Could Artificial Intelligence Prevent Intraoperative Anaphylaxis? Reference Review and Proof of Concept.

Mihai Dumitru, Ovidiu Nicolae Berghi, Iulian-Alexandru Taciuc, Daniela Vrinceanu, Felicia Manole, Adrian Costache

Abstract readReview
In one paragraph

Review in Medicina (Kaunas, Lithuania), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Reshaping Anesthesia with Artificial Intelligence: From Concept to Reality.Anesthesia and critical care (Houston, Tex.) · 2025
    Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. Article
  8. Review
  9. Review
  10. Review
  11. Review
  12. 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

6 authors.

Mihai DumitruDepartment of ENT, 'Carol Davila' University of Medicine and Pharmacy, 050751 Bucharest, Romania.ORCID 0000-0003-1373-2510
Ovidiu Nicolae BerghiVictoria Ambulatory Department, 'Sfânta Maria' Clinics and Laboratories, 011013 Bucharest, Romania.ORCID 0000-0002-7602-9737
Iulian-Alexandru TaciucDepartment of Pathology, 'Carol Davila' University of Medicine and Pharmacy, 020021 Bucharest, Romania.
Daniela VrinceanuDepartment of ENT, 'Carol Davila' University of Medicine and Pharmacy, 050751 Bucharest, Romania.ORCID 0000-0002-2347-5661
Felicia ManoleDepartment of ENT, Faculty of Medicine, University of Oradea, 410073 Oradea, Romania.
Adrian CostacheDepartment of Pathology, 'Carol Davila' University of Medicine and Pharmacy, 020021 Bucharest, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drugs and various medical substances have been used for many decades to diagnose or treat diseases. Procedures like surgery and anesthesia (either local or general) use different pharmacological products during these events. In most of the cases, the procedure is safe and the physician performs the technique without incidents. Although they are safe for use, these substances (including drugs) may have adverse effects, varying from mild ones to life-threatening reactions in a minority of patients. Artificial intelligence may be a useful tool in approximating the risk of anaphylaxis before undertaking a medical procedure. This material presents these undesirable responses produced by medical products from a multidisciplinary point of view. Moreover, we present a proof of concept for using artificial intelligence as a possible guardship against intraoperative anaphylaxis.

Indexed as

AnaphylaxisAnesthesiaDrug-Related Side Effects and Adverse ReactionsPhysiciansArtificial IntelligenceHumansallergyanaphylaxisartificial intelligencedrugsintraoperative

Identifiers

PMID36363487
PMCPMC9694532

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.