Evidence map›Paper›PMID 40281841›Full record

ReviewHealthcare (Basel, Switzerland)2025

Global Research Trends, Hotspots, Impacts, and Emergence of Artificial Intelligence and Machine Learning in Health and Medicine: A 25-Year Bibliometric Analysis.

Alaa Dalky, Mahmoud Altawalbih, Farah Alshanik, Rawand A Khasawneh, Rawan Tawalbeh, Arwa M Al-Dekah, Ahmad Alrawashdeh, Tamara O Quran, Mohammed ALBashtawy

Abstract readReview
In one paragraph

Review in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. 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

9 authors.

Alaa DalkyDepartment of Health Management and Policy, Faculty of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan.ORCID 0000-0001-9243-4962
Mahmoud AltawalbihDepartment of Allied Medical Sciences, Faculty of Applied Medical Sciences, Jordan University of Science and Technology, Irbid 22110, Jordan.
Farah AlshanikDepartment of Computer Science, Faculty of Computer & Information Technology, Jordan University of Science and Technology, Irbid 22110, Jordan.ORCID 0000-0001-5372-5070
Rawand A KhasawnehDepartment of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid 22110, Jordan.ORCID 0000-0003-4583-2727
Rawan TawalbehDepartment of Allied Medical Sciences, Faculty of Applied Medical Sciences, Jordan University of Science and Technology, Irbid 22110, Jordan.
Arwa M Al-DekahDepartment of Biotechnology and Genetic Engineering, Faculty of Science and Arts, Jordan University of Science and Technology, Irbid 22110, Jordan.ORCID 0009-0006-3166-6034
Ahmad AlrawashdehDepartment of Allied Medical Sciences, Faculty of Applied Medical Sciences, Jordan University of Science and Technology, Irbid 22110, Jordan.ORCID 0000-0003-2458-8200
Tamara O QuranDepartment of Health Management and Policy, Faculty of Medicine, Jordan University of Science and Technology, Irbid 22110, Jordan.
Mohammed ALBashtawyDepartment of Community and Mental Health Nursing, Princess Salma Faculty of Nursing, Al al-Bayt University, Mafraq 25113, Jordan.ORCID 0000-0002-6107-7605

Funding

Deanship of Research at Jordan University of Science and Technology 20240512
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencehealthmachine learningmedicine

Identifiers

PMID40281841
PMCPMC12026717

What OpenQuestion 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 OpenQuestion graph.