Evidence map›Paper›PMID 41226952›Full record

ArticleJournal of clinical medicine2025

Toward Artificial Intelligence in Oncology and Cardiology: A Narrative Review of Systems, Challenges, and Opportunities.

Visar Vela, Ali Yasin Sonay, Perparim Limani, Lukas Graf, Besmira Sabani, Diona Gjermeni, Andi Rroku, Arber Zela, Era Gorica, Hector Rodriguez Cetina Biefer and 5 more

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2025. 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

15 authors.

Visar VelaCentre Suisse de Contrôle de Qualité, 1225 Geneva, Switzerland.ORCID 0000-0003-1272-7138
Ali Yasin SonayEpistudia, 3008 Bern, Switzerland.ORCID 0000-0002-2194-9958
Perparim LimaniDepartment of Visceral Surgery and Transplantation, University Hospital Zurich, 8091 Zurich, Switzerland.ORCID 0000-0003-4158-4666
Lukas GrafCenter for Laboratory Medicine, Hemostasis and Hemophilia Center, 9008 St. Gallen, Switzerland.
Besmira SabaniInstitute of Chemistry and Biotechnology, Zurich University of Applied Sciences (ZHAW), 8820 Wädenswil, Switzerland.
Diona GjermeniDepartment of Cardiology and Angiology, University Heart Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany.
Andi RrokuDepartment of Cardiology, Angiology and Intensive Care Medicine, Deutsches Herzzentrum der Charité, Charité-Universitätsmedizin Berlin (Campus Benjamin Franklin), 12203 Berlin, Germany.ORCID 0000-0003-2464-4129
Arber ZelaDepartment of Computer Science, University of Freiburg, 79085 Freiburg, Germany.
Era GoricaDepartment of Visceral Surgery and Transplantation, University Hospital Zurich, 8091 Zurich, Switzerland.
Hector Rodriguez Cetina BieferDepartment of Visceral Surgery and Transplantation, University Hospital Zurich, 8091 Zurich, Switzerland.ORCID 0000-0002-5855-8993
Uljad BerdicaOxford Robotics Institute, Department of Engineering Science, University of Oxford, Oxford 1096, UK.ORCID 0000-0001-7404-9817
Euxhen HasanajGenBio AI, Palo Alto, CA 94301, USA.ORCID 0000-0002-6940-8683
Adisa TrnjaninInstitute of Chemistry and Biotechnology, Zurich University of Applied Sciences (ZHAW), 8820 Wädenswil, Switzerland.
Taulant MukaEpistudia, 3008 Bern, Switzerland.ORCID 0000-0003-3235-3073
Omer DzemaliDepartment of Visceral Surgery and Transplantation, University Hospital Zurich, 8091 Zurich, Switzerland.ORCID 0000-0001-7910-5152

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencecardiologyclinical diagnosticsdeep learningmachine learningoncology

Identifiers

PMID41226952
PMCPMC12610105

What OpenQuestion holds

Textmetadata
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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.