Evidence mapPaperPMID 41471079Full record

ReviewPharmaceutics2025

Artificial Intelligence in Biomedicine: A Systematic Review from Nanomedicine to Neurology and Hepatology.

Diana-Maria Trasca, Pluta Ion Dorin, Sirbulet Carmen, Renata-Maria Varut, Cristina Elena Singer, Kristina Radivojevic, George Alin Stoica

Abstract readReview
In one paragraph

Review in Pharmaceutics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
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.

Diana-Maria TrascaDepartment of Internal Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Pluta Ion DorinFaculty of Medical and Behavioral Sciences, Constantin Brâncuși University of Târgu Jiu, 210185 Târgu Jiu, Romania.
Sirbulet CarmenDepartment of Anatomy, Discipline of Anatomy, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Renata-Maria VarutResearch Methodology Department, Faculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
Cristina Elena SingerDepartment of Mother and Baby, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.ORCID 0009-0003-6414-832X
Kristina RadivojevicResearch Methodology Department, Faculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.
George Alin StoicaDepartment of Pediatric Surgery, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Alzheimer’s diseaseartificial intelligencecardiologydeep learninghepatologymachine learningmedical imagingnanomedicineneurodegenerative diseasesoncologyParkinson’s diseasepersonalized medicinerobotic surgery

Identifiers

PMID41471079
PMCPMC12736181

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.