Net-Net Auto Machine Learning (AutoML) Prediction of Complex Ecosystems

por Barreiro, Enrique, Munteanu, Cristian R., Cruz-Monteagudo, Maykel, Pazos, Alejandro, González-Díaz, Humbert
Publicado 2018

Machine Learning Study of Metabolic Networks vs ChEMBL Data of Antibacterial Compounds

por Diéguez-Santana, Karel, Casañola-Martin, Gerardo M., Torres, Roldan, Rasulev, Bakhtiyor, Green, James R., González-Díaz, Humbert
Publicado 2022

Perturbation-Theory Machine Learning (PTML) Multilabel Model of the ChEMBL Dataset of Preclinical Assays for Antisarcoma Compounds

por Cabrera-Andrade, Alejandro, López-Cortés, Andrés, Munteanu, Cristian R., Pazos, Alejandro, Pérez-Castillo, Yunierkis, Tejera, Eduardo, Arrasate, Sonia, González-Díaz, Humbert
Publicado 2020

Prediction of Antimalarial Drug-Decorated Nanoparticle Delivery Systems with Random Forest Models

por Urista, Diana V., Carrué, Diego B., Otero, Iago, Arrasate, Sonia, Quevedo-Tumailli, Viviana F., Gestal, Marcos, González-Díaz, Humbert, Munteanu, Cristian R.
Publicado 2020

Gene Prioritization through Consensus Strategy, Enrichment Methodologies Analysis, and Networking for Osteosarcoma Pathogenesis

por Cabrera-Andrade, Alejandro, López-Cortés, Andrés, Jaramillo-Koupermann, Gabriela, Paz-y-Miño, César, Pérez-Castillo, Yunierkis, Munteanu, Cristian R., González-Díaz, Humbert, Pazos, Alejandro, Tejera, Eduardo
Publicado 2020

Prediction of Anti-Glioblastoma Drug-Decorated Nanoparticle Delivery Systems Using Molecular Descriptors and Machine Learning

por Munteanu, Cristian R., Gutiérrez-Asorey, Pablo, Blanes-Rodríguez, Manuel, Hidalgo-Delgado, Ismael, Blanco Liverio, María de Jesús, Castiñeiras Galdo, Brais, Porto-Pazos, Ana B., Gestal, Marcos, Arrasate, Sonia, González-Díaz, Humbert
Publicado 2021