Ten quick tips for biomarker discovery and validation analyses using machine learning von Diaz-Uriarte, Ramon, Gómez de Lope, Elisa, Giugno, Rosalba, Fröhlich, Holger, Nazarov, Petr V, Nepomuceno-Chamorro, Isabel A, Rauschenberger, Armin, Glaab, Enrico

Volltext

SigPrimedNet: A Signaling-Informed Neural Network for scRNA-seq Annotation of Known and Unknown Cell Types von Gundogdu, Pelin, Alamo, Inmaculada, Nepomuceno-Chamorro, Isabel A, Dopazo, Joaquin, Loucera, Carlos

Volltext

Prevalence and clinical characteristics of epilepsy in the South of Spain von Garcia-Martin, Guillermina, Perez-Errazquin, Francisco, Isabel Chamorro-Muñoz, M, Romero-Acebal, Manuel, Martin-Reyes, Guillermina, Dawid-Milner, Marc Stefan

Volltext

A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models von Vega-Márquez, Belén, Solís-García, Javier, Nepomuceno-Chamorro, Isabel A, Rubio-Escudero, Cristina

Volltext

Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study von Solís-García, Javier, Vega-Márquez, Belén, Nepomuceno, Juan A., Riquelme-Santos, José C., Nepomuceno-Chamorro, Isabel A.

Volltext

Use of Deep Learning Architectures for Day-Ahead Electricity Price Forecasting over Different Time Periods in the Spanish Electricity Market von Vega-Márquez, Belén, Rubio-Escudero, Cristina, Nepomuceno-Chamorro, Isabel A., Arcos-Vargas, Ángel

Volltext

Inferring gene regression networks with model trees von Nepomuceno-Chamorro, Isabel A, Aguilar-Ruiz, Jesus S, Riquelme, Jose C

Volltext

Integrating biological knowledge based on functional annotations for biclustering of gene expression data von Nepomuceno, Juan A, Troncoso, Alicia, Nepomuceno-Chamorro, Isabel A, Aguilar-Ruiz, Jesús S

Volltext

Using prior knowledge in the inference of gene association networks von Nepomuceno-Chamorro, Isabel A., Nepomuceno, Juan A., Galván-Rojas, José Luis, Vega-Márquez, Belén, Rubio-Escudero, Cristina

Volltext

Three New Reports of Trichoderma in Algeria: T. atrobrunneum , (South) T. longibrachiatum (South), and T. afroharzianum (Northwest) von Haouhach, Sadika, Karkachi, Noureddine, Oguiba, Bouchra, Sidaoui, Abouamama, Chamorro, Isabel, Kihal, Mebrouk, Monte, Enrique

Volltext

Pairwise gene GO-based measures for biclustering of high-dimensional expression data von Nepomuceno, Juan A, Troncoso, Alicia, Nepomuceno-Chamorro, Isabel A, Aguilar-Ruiz, Jesús S

Volltext

Model tree to improve the inference of gene association networks von Nepomuceno-Chamorro, Isabel A.

Volltext

Transcriptional response to cardiac injury in the zebrafish: systematic identification of genes with highly concordant activity across in vivo models von Rodius, Sophie, Nazarov, Petr V, Nepomuceno-Chamorro, Isabel A, Jeanty, Céline, González-Rosa, Juan Manuel, Ibberson, Mark, da Costa, Ricardo M Benites, Xenarios, Ioannis, Mercader, Nadia, Azuaje, Francisco

Volltext

Epidemiological Study of Mortality in Epilepsy in a Spanish Population von Chamorro-Muñoz, María Isabel, MD PhD, García-Martín, Guillermina, MD PhD, Pérez-Errazquin, Francisco, MD, Romero-Acebal, Manuel, MD, García-Rodríguez, Antonio, MD PhD, Gutiérrez-Bedmar, Mario, PhD

Volltext

Building Transcriptional Association Networks in Cytoscape with RegNetC von Nepomuceno-Chamorro, Isabel A., Marquez-Chamorro, Alfonso, Aguilar-Ruiz, Jesus S.

Volltext

Deep Learning Techniques to Improve the Performance of Olive Oil Classification von Vega-Márquez, Belén, Nepomuceno-Chamorro, Isabel, Jurado-Campos, Natividad, Rubio-Escudero, Cristina

Volltext

Cell-Level Pathway Scoring Comparison with a Biologically Constrained Variational Autoencoder von Gundogdu, Pelin, Payá-Milans, Miriam, Alamo-Alvarez, Inmaculada, Nepomuceno-Chamorro, Isabel A., Dopazo, Joaquin, Loucera, Carlos

Volltext

Forced normalization: case series from a Spanish epilepsy unit von Carazo Barrios, Lina, Martín, Guillermina García, Godoy, Jorge Romero, Acebal, Manuel Romero, Muñoz, María Isabel Chamorro

Volltext

Data Mining Techniques Applied to Hydrogen Lactose Breath Test von Rubio-Escudero, Cristina, Valverde-Fernández, Justo, Nepomuceno-Chamorro, Isabel, Pontes-Balanza, Beatriz, Hernández-Mendoza, Yoedusvany, Rodríguez-Herrera, Alfonso

Volltext

Neonatal Infection Due to SARS-CoV-2: An Epidemiological Study in Spain von Fernández Colomer, Belén, Sánchez-Luna, Manuel, de Alba Romero, Concepción, Alarcón, Ana, Baña Souto, Ana, Camba Longueira, Fátima, Cernada, María, Galve Pradell, Zenaida, González López, María, López Herrera, M. Cruz, Ribes Bautista, Carmen, Sánchez García, Laura, Zamora Flores, Elena, Pellicer, Adelina, Alonso Díaz, Clara, Herraiz Perea, Cristina, Romero Ramírez, Dolores Sabina, de las Cuevas Terán, Isabel, Pescador Chamorro, Isabel, Fernández Trisac, José Luis, Arruza Gómez, Luis, Cardo Fernández, Luis Miguel, García García, Mª Jesús, Nicolás López, Marta, Hortelano López, Miryam, Riaza Gómez, Mónica, Hernández González, Natalio, González Sánchez, Raquel, Zambudio Sert, Sílvia, Larrosa Capacés, Susana, Matías del Pozo, Vanesa

Volltext