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Automated classification of urine biomarkers to diagnose pancreatic cancer using 1-D convolutional neural networks

BACKGROUND: Early diagnosis of Pancreatic Ductal Adenocarcinoma (PDAC) is the main key to surviving cancer patients. Urine proteomic biomarkers which are creatinine, LYVE1, REG1B, and TFF1 present a promising non-invasive and inexpensive diagnostic method of the PDAC. Recent utilization of both micr...

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Detalles Bibliográficos
Autores principales: Karar, Mohamed Esmail, El-Fishawy, Nawal, Radad, Marwa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10111836/
https://www.ncbi.nlm.nih.gov/pubmed/37069681
http://dx.doi.org/10.1186/s13036-023-00340-0