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Artificial intelligence for diagnosing neoplasia on digital cholangioscopy: development and multicenter validation of a convolutional neural network model
Background We aimed to develop a convolutional neural network (CNN) model for detecting neoplastic lesions during real-time digital single-operator cholangioscopy (DSOC) and to clinically validate the model through comparisons with DSOC expert and nonexpert endoscopists. Methods In this two-stage...
Autores principales: | Robles-Medranda, Carlos, Baquerizo-Burgos, Jorge, Alcivar-Vasquez, Juan, Kahaleh, Michel, Raijman, Isaac, Kunda, Rastislav, Puga-Tejada, Miguel, Egas-Izquierdo, Maria, Arevalo-Mora, Martha, Mendez, Juan C., Tyberg, Amy, Sarkar, Avik, Shahid, Haroon, del Valle-Zavala, Raquel, Rodriguez, Jorge, Merfea, Ruxandra C., Barreto-Perez, Jonathan, Saldaña-Pazmiño, Gabriela, Calle-Loffredo, Daniel, Alvarado, Haydee, Lukashok, Hannah P. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Georg Thieme Verlag KG
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374349/ https://www.ncbi.nlm.nih.gov/pubmed/36781156 http://dx.doi.org/10.1055/a-2034-3803 |
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