Evidence mapPaperPMID 41899133Full record

ReviewJournal of clinical medicine2026

Artificial Intelligence Applications in Gastric Cancer Surgery: Bridging Early Diagnosis and Responsible Precision Medicine.

Silvia Malerba, Miljana Vladimirov, Aman Goyal, Audrius Dulskas, Augustinas Baušys, Tomasz Cwalinski, Sergii Girnyi, Jaroslaw Skokowski, Ruslan Duka, Robert Molchanov and 18 more

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

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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

28 authors.

Silvia MalerbaDepartment of General Surgery and Surgical Oncology, "Saint Wojciech" Hospital, "Nicolaus Copernicus" Health Center, 80-000 Gdańsk, Poland.ORCID 0000-0002-6462-2090
Miljana VladimirovDepartment of Surgery, University Medical Center OWL-Campus Hospital Lippe, 32756 Detmold, Germany.ORCID 0009-0003-8152-8017
Aman GoyalDepartment of General Surgery, Mahatma Gandhi Medical College and Research Institute, Pondicherry, Cuddalore Rd, ECR, Pillayarkuppam, Puducherry 607402, India.ORCID 0000-0001-7336-1366
Audrius DulskasInstitute of Clinical Medicine, Faculty of Medicine, Vilnius University, 03101 Vilnius, Lithuania.ORCID 0000-0003-3692-8962
Augustinas BaušysInstitute of Biosciences, Life Science Center, Vilnius University, 01513 Vilnius, Lithuania.
Tomasz CwalinskiDepartment of General Surgery and Surgical Oncology, "Saint Wojciech" Hospital, "Nicolaus Copernicus" Health Center, 80-000 Gdańsk, Poland.ORCID 0000-0002-1506-9735
Sergii GirnyiDepartment of General Surgery and Surgical Oncology, "Saint Wojciech" Hospital, "Nicolaus Copernicus" Health Center, 80-000 Gdańsk, Poland.ORCID 0000-0002-0988-5875
Jaroslaw SkokowskiDepartment of General Surgery and Surgical Oncology, "Saint Wojciech" Hospital, "Nicolaus Copernicus" Health Center, 80-000 Gdańsk, Poland.ORCID 0000-0002-3079-3502
Ruslan DukaDepartment of Surgery, Dnipro State Medical University, Volodymyra Vernadskoho St. 9, 49044 Dnipro, Ukraine.ORCID 0000-0003-3962-8746
Robert MolchanovDepartment of Surgery, Dnipro State Medical University, Volodymyra Vernadskoho St. 9, 49044 Dnipro, Ukraine.ORCID 0000-0002-9589-8364
Bojan JovanovicDepartment of Anesthesiology, Emergency Center, University Clinical Center of Nis, 18000 Nis, Serbia.
Francesco Antonio CiarleglioDepartment of General Surgery and HPB, Azienda Ospedaliera Perugia, 06129 Perugia, Italy.
Alberto BroleseDepartment of General Surgery and HPB, Azienda Provinciale per i Servizi Sanitari di Trento (APSS), 38123 Trento, Italy.
Kebebe Bekele GonfaDepartment of Surgery, Madda Walabu University, Goba 4540, Ethiopia.
Abdi Tesemma DemmoDepartment of Surgery, Madda Walabu University, Goba 4540, Ethiopia.ORCID 0000-0002-5740-6437
Zilvinas DambrauskasDepartment of Surgery, Medical Academy, Faculty of Medicine, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania.ORCID 0000-0003-2173-1294
Adolfo Pérez BonetDepartment of Surgery, Hospital Regional Maria Inmaculada, Florencia 180001, Colombia.
Mario TestiniDepartment of Precision and Regenerative Medicine and Ionian Area, University of Bari "Aldo Moro", 70110 Bari, Italy.ORCID 0000-0002-9297-4894
Francesco Paolo PreteDepartment of Precision and Regenerative Medicine and Ionian Area, University of Bari "Aldo Moro", 70110 Bari, Italy.
Valentin CaluDepartment of Surgery, University of Medicine and Pharmacy Carol Davila, 010001 Bucharest, Romania.ORCID 0000-0001-7710-9109
Natale CalominoKidney Transplant Unit, Department of Medicine Surgery and Neuroscience, University Hospital of Siena, 53100 Siena, Italy.ORCID 0000-0001-5426-5985
Vikas JainDepartment of Surgical Oncology, HCG Manavata Cancer Centre, Nashik 422001, India.ORCID 0000-0001-5110-6831
Aleksandar KaramarkovicZvezdara University Clinical Center, "Nikola Spasić" Surgical Clinic, Faculty of Medicine, University of Belgrade, Dimitrija Tucovica 161, 11000 Belgrade, Serbia.ORCID 0000-0001-5716-2009
Karol PolomDepartment of Medicine, Academy of Applied Medical and Social Sciences-AMiSNS (Akademia Medycznych I Spolecznych Nauk Stosowanych), 52-300 Elbląg, Poland.
Adel Abou-MradDepartment of Surgery, Centre Hospitalier Universitaire d'Orléans, 45000 Orléans, France.ORCID 0000-0003-3408-4540
Rodolfo J OviedoDepartment of Surgery, Nacogdoches Medical Center, Nacogdoches, TX 75962, USA.ORCID 0000-0003-3784-6555
Yogesh VashistDepartment of Medicine, Academy of Applied Medical and Social Sciences-AMiSNS (Akademia Medycznych I Spolecznych Nauk Stosowanych), 52-300 Elbląg, Poland.ORCID 0000-0003-2030-6712
Luigi MaranoDepartment of Medicine, Academy of Applied Medical and Social Sciences-AMiSNS (Akademia Medycznych I Spolecznych Nauk Stosowanych), 52-300 Elbląg, Poland.ORCID 0000-0002-9777-9588

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceaugmented realitycomputer visiongastric cancermachine learningpredictive modelingrobotic surgerysurgical ethics

Identifiers

PMID41899133
PMCPMC13026307

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.