Evidence map›Paper›PMID 42796258›Full record

ReviewMedicina (Kaunas, Lithuania)2026

Artificial Intelligence and Bioengineering Approaches for Antimicrobial Resistance Prediction.

Oana Frandeș, Leonard Azamfirei, Oana Elena Branea, Sergiu Ioan Frandeș, Alexandra Elena Lazăr

Abstract readReview
In one paragraph

Review in Medicina (Kaunas, Lithuania), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Oana FrandeșDoctoral School of Medicine and Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Târgu Mureș, 540142 Targu Mures, Romania.ORCID 0009-0003-6508-6036
Leonard AzamfireiDepartment of Anesthesiology and Intensive Care Medicine, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Târgu Mureș, 540103 Targu Mures, Romania.ORCID 0000-0003-3220-2267
Oana Elena BraneaDepartment of Anesthesiology and Intensive Care Medicine, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Târgu Mureș, 540103 Targu Mures, Romania.ORCID 0009-0009-7616-3424
Sergiu Ioan FrandeșDoctoral School of Medicine and Pharmacy, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Târgu Mureș, 540142 Targu Mures, Romania.ORCID 0009-0009-3059-0295
Alexandra Elena LazărDepartment of Anesthesiology and Intensive Care Medicine, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Târgu Mureș, 540103 Targu Mures, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceBioengineeringDrug Resistance, BacterialAnti-Bacterial AgentsAntimicrobial StewardshipHumansAnti-Bacterial Agentsantimicrobial resistanceantimicrobial stewardshipartificial intelligencebioengineeringclinical decision supportintensive care unitmachine learningMALDI-TOF MSwhole-genome sequencing

Identifiers

PMID42796258
PMCPMC13608866

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.