Evidence map›Paper›PMID 41154350›Full record

ReviewCancers2025

Artificial Intelligence for Risk-Benefit Assessment in Hepatopancreatobiliary Oncologic Surgery: A Systematic Review of Current Applications and Future Directions on Behalf of TROGSS-The Robotic Global Surgical Society.

Aman Goyal, Michail Koutentakis, Jason Park, Christian A Macias, Isaac Ballard, Shen Hong Law, Abhirami Babu, Ehlena Chien Ai Lau, Mathew Mendoza, Susana V J Acosta and 3 more

Abstract readReview
In one paragraph

Review in Cancers, 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

13 authors.

Aman GoyalDepartment of General Surgery, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidhyapeeth, Pondicherry-Cuddalore Rd., ECR, Pillayarkuppam 607402, Puducherry, India.
Michail KoutentakisDepartment of Experimental and Clinical Pharmacology, Medical University of Warsaw, 02-927 Warsaw, Poland.
Jason ParkDepartment of Surgery, Sam Houston State University College of Osteopathic Medicine, Conroe, TX 77304, USA.ORCID 0009-0000-1291-1838
Christian A MaciasDepartment of Health and Science, Hillsborough College, Tampa, FL 33614, USA.ORCID 0000-0003-0481-8187
Isaac BallardDepartment of Surgery, Sam Houston State University College of Osteopathic Medicine, Conroe, TX 77304, USA.
Shen Hong LawDepartment of Internal Medicine, Hospital Seri Manjung, Perak 32040, Malaysia.ORCID 0000-0002-2913-8682
Abhirami BabuSchool of Medicine, Our Lady of Fatima University, Manila 1440, Philippines.ORCID 0009-0008-6015-3443
Ehlena Chien Ai LauFaculty of Medicine, Manipal University College Malaysia, Melaka 75150, Malaysia.
Mathew MendozaDepartment of Surgery, University of Houston Tilman J. Fertitta Family College of Medicine, Houston, TX 77021, USA.ORCID 0009-0001-8866-886X
Susana V J AcostaUniversidad Central de Venezuela, Caracas 1051, Venezuela.
Adel Abou-MradDepartment of Surgery, Centre Hospitalier Universitaire d'Orléans, 45100 Orléans, France.ORCID 0000-0003-3408-4540
Luigi MaranoDepartment of Medicine, Academy of Applied Medical and Social Sciences-AMiSNS, Akademia Medycznych I Spolecznych Nauk Stosowanych, 82-300 Elbląg, Poland.ORCID 0000-0002-9777-9588
Rodolfo J OviedoDepartment of Surgery, Sam Houston State University College of Osteopathic Medicine, Conroe, TX 77304, USA.ORCID 0000-0003-3784-6555

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencedecision-makingHPB surgerymachine learningoncologic surgerypostoperative complicationsrisk assessmentsurvival prediction

Identifiers

PMID41154350
PMCPMC12564804

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.