Incisional hernia prediction using machine learning models

The study was registered with the hospital research and research ethics committees of the Regional Hospital of High Specialty of Bajio IMSS Bienestar under registration number CEI/HRAEB/002/2021. It was also registered on the Clinical Trials platform with registration number NCT05718999 on February 27<sup>th</sup>, 2023.

Authors

Institutions

Publication Details

Journal
BMC Medical Informatics and Decision Making
Published
2026-02-27
DOI
https://doi.org/10.1186/s12911-026-03382-8
Primary Topic
Hernia repair and management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Incisional hernia prediction using machine learning models

Sebastián Salazar-Colores, Dagoberto Armenta-Medina, Edgard Efren Lozada-Hernández, Tania A. Ramirez-DelReal
BMC Medical Informatics and Decision Making
Hernia repair and management
article

Incisional hernia prediction using machine learning models

Sebastián Salazar-Colores, Dagoberto Armenta-Medina, Edgard Efren Lozada-Hernández, Tania A. Ramirez-DelReal
article en

Abstract

The study was registered with the hospital research and research ethics committees of the Regional Hospital of High Specialty of Bajio IMSS Bienestar under registration number CEI/HRAEB/002/2021. It was also registered on the Clinical Trials platform with registration number NCT05718999 on February 27<sup>th</sup>, 2023.

BMC Medical Informatics and Decision Making
Mexican Social Security Institute (MX), Centro de Investigaciones en Optica (MX), Centro Nacional de Información Geográfica (ES), Fundación Centro Tecnológico de la Información y la Comunicación (ES), Secretaría de Ciencia Tecnología e Innovación (MX), Hospital Regional de Alta Especialidad del Bajío (MX)
Peace, Justice and strong institutions
Openalex Percentile: Top 41%
Hernia repair and management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.