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Inteligencia artificial para la detección y caracterización de lesiones precancerosas colorrectales en la colonoscopia

Authors: Palma-Vasquez, Claudia; Barranco Priego, Luis; Gallastegui Calvache, Edurne; Estrada, Maria-Dolors; Vivanco-Hidalgo, Rosa Maria;

Inteligencia artificial para la detección y caracterización de lesiones precancerosas colorrectales en la colonoscopia

Abstract

El sistema GI Genius™ es un dispositivo de inteligencia artificial que funciona como apoyo a la detección y caracterización de lesiones precancerosas y ayuda al diagnóstico precoz del cáncer colorrectal vía la utilización de marcadores visuales. Este sistema de apoyo funciona como un complemento para el endoscopista durante la colonoscopia, resaltando las regiones con características visuales compatibles con diferentes tipos de alteraciones de la mucosa, como pólipos colorrectales de todos los tamaños, formas y morfología, así como la caracterización en adenoma o no adenoma.

Inteligencia artificial; Lesiones precancerosas colorrectales; Colonoscopia

Intel·ligència artificial; Lesions precanceroses colorectals; Colonoscòpia

Artificial intelligence; Colorectal precancerous lesions; Colonoscopy

Keywords

ANALYTICAL, DIAGNOSTIC AND THERAPEUTIC TECHNIQUES, AND EQUIPMENT::Diagnosis::Diagnostic Techniques and Procedures::Diagnostic Techniques, Digestive System::Endoscopy, Digestive System::Endoscopy, Gastrointestinal::Colonoscopy, Intel·ligència artificial - Aplicacions a la medicina, DISEASES::Neoplasms::Neoplasms by Site::Digestive System Neoplasms::Gastrointestinal Neoplasms::Intestinal Neoplasms::Colorectal Neoplasms, ENFERMEDADES::neoplasias::neoplasias por localización::neoplasias del sistema digestivo::neoplasias gastrointestinales::neoplasias intestinales::neoplasias colorrectales, Otros calificadores::Otros calificadores::/diagnóstico, PHENOMENA AND PROCESSES::Mathematical Concepts::Algorithms::Artificial Intelligence, Còlon - Càncer - Diagnòstic, Colonoscòpia, FENÓMENOS Y PROCESOS::conceptos matemáticos::algoritmos::inteligencia artificial, TÉCNICAS Y EQUIPOS ANALÍTICOS, DIAGNÓSTICOS Y TERAPÉUTICOS::diagnóstico::técnicas y procedimientos diagnósticos::técnicas diagnósticas digestivas::endoscopia digestiva::endoscopia gastrointestinal::colonoscopia, Recte - Càncer - Diagnòstic, Other subheadings::Other subheadings::/diagnosis

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
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