Zobrazeno 1 - 10
of 43
pro vyhledávání: '"Vidal Insua, Yolanda"'
Autor:
Bobes-Bascarán, José, Mosqueira-Rey, Eduardo, Fernández-Leal, Ángel, Hernández-Pereira, Elena, Alonso-Ríos, David, Moret-Bonillo, Vicente, Figueirido-Arnoso, Israel, Vidal-Ínsua, Yolanda
This paper presents a comprehensive study on the evaluation of explanatory capabilities of machine learning models, with a focus on Decision Trees, Random Forest and XGBoost models using a pancreatic cancer dataset. We use Human-in-the-Loop related t
Externí odkaz:
http://arxiv.org/abs/2403.19820
Akademický článek
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Akademický článek
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Akademický článek
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Autor:
Ruiz-Bañobre, Juan, Rodriguez-Casanova, Aitor, Costa-Fraga, Nicolas, Bao-Caamano, Aida, Alvarez-Castro, Ana, Carreras-Presas, Martín, Brozos-Vazquez, Elena, Vidal-Insua, Yolanda, Vazquez-Rivera, Francisca, Candamio-Folgar, Sonia, Mosquera-Presedo, Manuel, Lago-Lestón, Ramón M., Muinelo-Romay, Laura, Vázquez-Bueno, José Ángel, Sanz-Pamplona, Rebeca, Moreno, Víctor, Goel, Ajay, Castillo, Lourdes, Martin, Ana C., Arroyo, Rocio, Esteller, Manel, Crujeiras, Ana B., López-López, Rafael, Díaz-Lagares, Angel
Additional file 8. Table S2. Demographic and clinical characteristics of the patient cohorts included in the study.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7af2c6dfde950e30cb1b731b77e7400e
Autor:
Ruiz-Bañobre, Juan, Rodriguez-Casanova, Aitor, Costa-Fraga, Nicolas, Bao-Caamano, Aida, Alvarez-Castro, Ana, Carreras-Presas, Martín, Brozos-Vazquez, Elena, Vidal-Insua, Yolanda, Vazquez-Rivera, Francisca, Candamio-Folgar, Sonia, Mosquera-Presedo, Manuel, Lago-Lestón, Ramón M., Muinelo-Romay, Laura, Vázquez-Bueno, José Ángel, Sanz-Pamplona, Rebeca, Moreno, Víctor, Goel, Ajay, Castillo, Lourdes, Martin, Ana C., Arroyo, Rocio, Esteller, Manel, Crujeiras, Ana B., López-López, Rafael, Díaz-Lagares, Angel
Additional file 4: Figure S4. Methylation levels of LINC00473 in tissue colorectal polyps and colorectal cancer. A-B Comparison of methylation of LINC00473 between tissues from colorectal polyps, N-ACP, ACP and CRC and matched normal colorectal mucos
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5140c57414b9d19e721bdf0f8962e4d0
Autor:
Ruiz-Bañobre, Juan, Rodriguez-Casanova, Aitor, Costa-Fraga, Nicolas, Bao-Caamano, Aida, Alvarez-Castro, Ana, Carreras-Presas, Martín, Brozos-Vazquez, Elena, Vidal-Insua, Yolanda, Vazquez-Rivera, Francisca, Candamio-Folgar, Sonia, Mosquera-Presedo, Manuel, Lago-Lestón, Ramón M., Muinelo-Romay, Laura, Vázquez-Bueno, José Ángel, Sanz-Pamplona, Rebeca, Moreno, Víctor, Goel, Ajay, Castillo, Lourdes, Martin, Ana C., Arroyo, Rocio, Esteller, Manel, Crujeiras, Ana B., López-López, Rafael, Díaz-Lagares, Angel
Additional file 3: Figure S3. Validation of the diagnostic accuracy of the methylation of LINC00473 to detect colorectal cancer stages. ROC curve analysis evaluating the methylation of LINC00473 for the detection of CRC at stage I (A), II (B), III (C
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2529e9073fc2b37cd51de57e4f3c6d92
Autor:
Ruiz-Bañobre, Juan, Rodriguez-Casanova, Aitor, Costa-Fraga, Nicolas, Bao-Caamano, Aida, Alvarez-Castro, Ana, Carreras-Presas, Martín, Brozos-Vazquez, Elena, Vidal-Insua, Yolanda, Vazquez-Rivera, Francisca, Candamio-Folgar, Sonia, Mosquera-Presedo, Manuel, Lago-Lestón, Ramón M., Muinelo-Romay, Laura, Vázquez-Bueno, José Ángel, Sanz-Pamplona, Rebeca, Moreno, Víctor, Goel, Ajay, Castillo, Lourdes, Martin, Ana C., Arroyo, Rocio, Esteller, Manel, Crujeiras, Ana B., López-López, Rafael, Díaz-Lagares, Angel
Additional file 1: Figure S1. Expression levels of LINC00473 in colorectal cancer tissues. Expression levels of LINC00473 were determined in tissues from primary colorectal cancer and matched normal colorectal mucosa (controls) by RNA-seq data obtain
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5f528953c377bcc781f5a1a68af3afe7
Autor:
Ruiz-Bañobre, Juan, Rodriguez-Casanova, Aitor, Costa-Fraga, Nicolas, Bao-Caamano, Aida, Alvarez-Castro, Ana, Carreras-Presas, Martín, Brozos-Vazquez, Elena, Vidal-Insua, Yolanda, Vazquez-Rivera, Francisca, Candamio-Folgar, Sonia, Mosquera-Presedo, Manuel, Lago-Lestón, Ramón M., Muinelo-Romay, Laura, Vázquez-Bueno, José Ángel, Sanz-Pamplona, Rebeca, Moreno, Víctor, Goel, Ajay, Castillo, Lourdes, Martin, Ana C., Arroyo, Rocio, Esteller, Manel, Crujeiras, Ana B., López-López, Rafael, Díaz-Lagares, Angel
Additional file 9. Table S3. Demographic and clinical characteristics of metastatic colorectal cancer patients from cohort 8.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b84d375e2b06bee9ccf5b35f50b5745e
Autor:
Ruiz-Bañobre, Juan, Rodriguez-Casanova, Aitor, Costa-Fraga, Nicolas, Bao-Caamano, Aida, Alvarez-Castro, Ana, Carreras-Presas, Martín, Brozos-Vazquez, Elena, Vidal-Insua, Yolanda, Vazquez-Rivera, Francisca, Candamio-Folgar, Sonia, Mosquera-Presedo, Manuel, Lago-Lestón, Ramón M., Muinelo-Romay, Laura, Vázquez-Bueno, José Ángel, Sanz-Pamplona, Rebeca, Moreno, Víctor, Goel, Ajay, Castillo, Lourdes, Martin, Ana C., Arroyo, Rocio, Esteller, Manel, Crujeiras, Ana B., López-López, Rafael, Díaz-Lagares, Angel
Additional file 6: Figure S6. Clinical utility of LINC00473 methylation for the noninvasive detection of colorectal cancer during the follow-up. Methylation levels of LINC00473 promoter (blue color) were evaluated in serial plasma cfDNA samples at cl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::49b3aebcbe8a1b9b67dccd402b0e74a6