Evidence map›Paper›PMID 40789778›Full record

ArticleSurgical endoscopy2025

Skills assessment for laparoscopic surgery based on computer analysis metrics: ScopePro Trainer.

Daniel Lorias-Espinoza, Sandra Karina Díaz Cardona, Leobardo Elí Sánchez Velasco, Ricardo Manuel Ordorica-Flores, Arturo Minor-Martínez, Salvador Montoya-Alvarez, Fernando Pérez-Escamirosa

Abstract readValidation Study
In one paragraph

Article in Surgical endoscopy, 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

7 authors.

Daniel Lorias-Espinoza *Sección de Bioelectrónica, Departamento de Ingeniería Eléctrica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Ciudad de Mexico, Mexico.ORCID http://orcid.org/0000-0003-2260-385X
Sandra Karina Díaz Cardona *Servicio de Cirugía Endoscópica, Hospital Infantil de México Federico Gómez, Calle Dr. Márquez No. 162, Cuauhtémoc, Doctores, 06720, Ciudad de Mexico, Mexico.
Leobardo Elí Sánchez VelascoSección de Bioelectrónica, Departamento de Ingeniería Eléctrica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Ciudad de Mexico, Mexico.
Ricardo Manuel Ordorica-FloresServicio de Cirugía Endoscópica, Hospital Infantil de México Federico Gómez, Calle Dr. Márquez No. 162, Cuauhtémoc, Doctores, 06720, Ciudad de Mexico, Mexico.ORCID http://orcid.org/0000-0001-6329-7356
Arturo Minor-MartínezSección de Bioelectrónica, Departamento de Ingeniería Eléctrica, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), Ciudad de Mexico, Mexico.ORCID http://orcid.org/0000-0001-5365-5957
Salvador Montoya-AlvarezInstituto de Ciencias Aplicadas y Tecnología (ICAT), Universidad Nacional Autónoma de México (UNAM), Circuito Exterior S/N, Ciudad Universitaria, Coyoacán, 04510, Ciudad de Mexico, Mexico.ORCID http://orcid.org/0000-0002-9906-3639
Fernando Pérez-EscamirosaInstituto de Ciencias Aplicadas y Tecnología (ICAT), Universidad Nacional Autónoma de México (UNAM), Circuito Exterior S/N, Ciudad Universitaria, Coyoacán, 04510, Ciudad de Mexico, Mexico. fernando.perez@icat.unam.mx.ORCID http://orcid.org/0000-0001-7886-8692

Funding

Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México IT201924
6 · The paper itself

Abstract

backgroundThe aim of this study is to present the construct validity of the ScopePro Trainer system and determine its effectiveness as a training and objective assessment tool for surgeons' psychomotor laparoscopic skills.

methodsFour surgeons, eight PG2 to PG4 residents, and twenty medical students participated in this study. All participants performed three FLS-based tasks using conventional laparoscopic instruments and the ScopePro Trainer system. Using the linearity principle of the spiral, a passive marker was added to each instrument, shaped like a spiral. Six metrics related to time, linear motion, and angular motion were used to assess the laparoscopic performance of the participants in all tasks. Statistical analysis was performed using the analysis of variance (ANOVA) test, followed by a Student's t test with Tukey's correction for multiple testing.

resultsThe performance of ScopePro Trainer is illustrated by the graphical representation of the instruments' paths and the calculations of metrics derived from their position and rotation. Outcomes presented significant differences in the participant's skills during the execution of three surgical training tasks.

conclusionsThe ScopePro Trainer system has been presented and successfully validated. Outcomes showed that ScopePro was able to differentiate between participants with varying levels of laparoscopic expertise. The ScopePro Trainer offers an alternative to traditional tracking systems for analyzing the rotational motion of surgical instruments.

Indexed as

Clinical CompetenceLaparoscopyEducational MeasurementFemaleHumansInternship and ResidencyMalePsychomotor PerformanceStudents, MedicalTask Performance and AnalysisComputer visionObjective assessmentScopeProSurgical trainingValidation

Identifiers

PMID40789778
PMCPMC12500749

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.