Humberto González-Díaz (Humbert González-Díaz, Humbert González Díaz, Humberto Gonzáles-Díaz)

ResearcherID Scopus Author ID Loop profile Ciência ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 39

Top Venues

Journal of chemical information and modeling

Journal of proteome research

Molecular pharmaceutics

ACS chemical neuroscience

University of the Basque Country

University of Santiago de Compostela (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of the Basque Country

Spain

IKERBASQUE Professor :: Department of Organic Chemistry II

University of Santiago de Compostela

Spain

IPP Professor of Bioinformatics (Tenure Track) :: Microbiology and Parasitology

CBQ.YM, CBQ & York Medical Inc., Joint Venture, York, Canada

Cuba

Head of Department :: Computer Aided Drug Design

IRPF Clinic, Central University of Las Villas

Cuba

Head of Service :: Medicaments Program

Education History

University of Santiago de Compostela Feb 01 2002 - Jul 08 2005

Spain

PHD :: Organic Chemistry

Publications

Yendrek Velásquez-López, Andrea Ruiz-Escudero, Sonia Arrasate, Humberto González-Díaz
Implementation of IFPTML Computational Models in Drug Discovery Against Flaviviridae Family. Journal of chemical information and modeling (2024)
Shan He, Julen Segura Abarrategi, Harbil Bediaga, Sonia Arrasate, Humberto González-Díaz
On the additive artificial intelligence-based discovery of nanoparticle neurodegenerative disease drug delivery systems. Beilstein journal of nanotechnology 15 (2024)
Yendrek Velásquez-López, Andrea Ruiz-Escudero, Sonia Arrasate, Humberto González-Díaz
Implementation of IFPTML Computational Models in Drug Discovery Against Flaviviridae Family. Journal of chemical information and modeling 64 (6) (2024)
Amirreza Daghighi, Gerardo M Casanola-Martin, Kweeni Iduoku, Hrvoje Kusic, Humberto González-Díaz, Bakhtiyor Rasulev
Multi-Endpoint Acute Toxicity Assessment of Organic Compounds Using Large-Scale Machine Learning Modeling. Environmental science & technology (2024)
Yendrek Velásquez-López, Andrea Ruiz-Escudero, Sonia Arrasate, Humberto González-Díaz
Implementation of IFPTML Computational Models in Drug Discovery Against Flaviviridae Family. Journal of chemical information and modeling 64 (6) (2024)
Yendrek Velásquez-López, Andrea Ruiz-Escudero, Sonia Arrasate, Humberto González-Díaz
Implementation of IFPTML Computational Models in Drug Discovery Against Flaviviridae Family. Journal of chemical information and modeling 64 (6) (2024)
Amirreza Daghighi, Gerardo M Casanola-Martin, Kweeni Iduoku, Hrvoje Kusic, Humberto González-Díaz, Bakhtiyor Rasulev
Multi-Endpoint Acute Toxicity Assessment of Organic Compounds Using Large-Scale Machine Learning Modeling. Environmental science & technology 58 (23) (2024)
Yendrek Velásquez-López, Andrea Ruiz-Escudero, Sonia Arrasate, Humberto González-Díaz
Implementation of IFPTML Computational Models in Drug Discovery Against Flaviviridae Family. Journal of chemical information and modeling 64 (6) (2024)
Shan He, Julen Segura Abarrategi, Harbil Bediaga, Sonia Arrasate, Humberto González-Díaz
On the additive artificial intelligence-based discovery of nanoparticle neurodegenerative disease drug delivery systems. Beilstein journal of nanotechnology 15 (2024)
Yendrek Velásquez-López, Andrea Ruiz-Escudero, Sonia Arrasate, Humberto González-Díaz
Implementation of IFPTML Computational Models in Drug Discovery Against Flaviviridae Family. Journal of chemical information and modeling 64 (6) (2024)
Gabriel Mazón-Ortiz, Galo Cerda-Mejía, Eberto Gutiérrez Morales, Karel Diéguez-Santana, Juan M Ruso, Humberto González-Díaz
Trends in Nanoparticles for Leishmania Treatment: A Bibliometric and Network Analysis. Diseases (Basel, Switzerland) 11 (4) (2023)
Carlos Santiago, Bernabé Ortega-Tenezaca, Iratxe Barbolla, Brenda Fundora-Ortiz, Sonia Arrasate, María Auxiliadora Dea-Ayuela, Humberto González-Díaz, Nuria Sotomayor, Esther Lete
Prediction of Antileishmanial Compounds: General Model, Preparation, and Evaluation of 2-Acylpyrrole Derivatives. Journal of chemical information and modeling 62 (16) (2022)
Karel Diéguez-Santana, Gerardo M Casanola-Martin, Roldan Torres, Bakhtiyor Rasulev, James R Green, Humberto González-Díaz
Machine Learning Study of Metabolic Networks vs ChEMBL Data of Antibacterial Compounds. Molecular pharmaceutics 19 (7) (2022)
Cristian R Munteanu, Pablo Gutiérrez-Asorey, Manuel Blanes-Rodríguez, Ismael Hidalgo-Delgado, María de Jesús Blanco Liverio, Brais Castiñeiras Galdo, Ana B Porto-Pazos, Marcos Gestal, Sonia Arrasate, Humberto González-Díaz
Prediction of Anti-Glioblastoma Drug-Decorated Nanoparticle Delivery Systems Using Molecular Descriptors and Machine Learning. International journal of molecular sciences 22 (21) (2021)
Karel Diéguez-Santana, Humberto González-Díaz
Towards machine learning discovery of dual antibacterial drug-nanoparticle systems. Nanoscale 13 (42) (2021)
Ricardo Santana, Robin Zuluaga Gallego, Piedad Gañán, Sonia Arrasate, Enrique Onieva, Humberto González-Díaz
Predicting coated-nanoparticle drug release systems with perturbation-theory machine learning (PTML) models. Nanoscale 12 (25) (2021)
Bernabe Ortega-Tenezaca, Humberto González-Díaz
IFPTML mapping of nanoparticle antibacterial activity vs. pathogen metabolic networks. Nanoscale 13 (2) (2021)
Viviana F Quevedo-Tumailli, Bernabe Ortega-Tenezaca, Humberto González-Díaz
IFPTML Mapping of Drug Graphs with Protein and Chromosome Structural Networks vs. Pre-Clinical Assay Information for Discovery of Antimalarial Compounds. International journal of molecular sciences 22 (23) (2021)
Ivo E Sampaio-Dias, José E Rodríguez-Borges, Víctor Yáñez-Pérez, Sonia Arrasate, Javier Llorente, José M Brea, Harbil Bediaga, Dolores Viña, María Isabel Loza, Olga Caamaño, Xerardo García-Mera, Humberto González-Díaz
Synthesis, Pharmacological, and Biological Evaluation of 2-Furoyl-Based MIF-1 Peptidomimetics and the Development of a General-Purpose Model for Allosteric Modulators (ALLOPTML). ACS chemical neuroscience 12 (1) (2020)
Andrés López-Cortés, Alejandro Cabrera-Andrade, José M Vázquez-Naya, Alejandro Pazos, Humberto González-Díaz, César Paz-Y-Miño, Santiago Guerrero, Yunierkis Perez Castillo, Eduardo Tejera, Cristian R Munteanu
Prediction of breast cancer proteins involved in immunotherapy, metastasis, and RNA-binding using molecular descriptors and artificial neural networks. Scientific reports 10 (1) (2020)
Alejandro Cabrera-Andrade, Andrés López-Cortés, Gabriela Jaramillo-Koupermann, Humberto González-Díaz, Alejandro Pazos, Cristian R Munteanu, Yunierkis Perez Castillo, Eduardo Tejera
A Multi-Objective Approach for Anti-Osteosarcoma Cancer Agents Discovery through Drug Repurposing. Pharmaceuticals (Basel, Switzerland) 13 (11) (2020)
Ricardo Santana, Robin Zuluaga Gallego, Piedad Gañán, Sonia Arrasate, Enrique Onieva Caracuel, Humberto González-Díaz
PTML Model of ChEMBL Compounds Assays for Vitamin Derivatives. ACS combinatorial science 22 (3) (2020)
Alejandro Cabrera-Andrade, Andrés López-Cortés, Gabriela Fernanda Jaramillo Koupermann, César Paz-Y-Miño, Yunierkis Pérez-Castillo, Cristian R Munteanu, Humberto González-Díaz, Alejandro Pazos, Eduardo Tejera
Gene Prioritization through Consensus Strategy, Enrichment Methodologies Analysis, and Networking for Osteosarcoma Pathogenesis. International journal of molecular sciences 21 (3) (2020)
Ricardo Santana, Robin Zuluaga Gallego, Piedad Gañán, Sonia Arrasate, Enrique Onieva, Matthew M Montemore, Humberto González-Díaz
PTML Model for Selection of Nanoparticles, Anticancer Drugs, and Vitamins in the Design of Drug-Vitamin Nanoparticle Release Systems for Cancer Cotherapy. Molecular pharmaceutics 17 (7) (2020)
Diana V Urista, Diego B Carrué, Iago Otero, Sonia Arrasate, Viviana F Quevedo-Tumailli, Marcos Gestal, Humberto González-Díaz, Cristian R Munteanu
Prediction of Antimalarial Drug-Decorated Nanoparticle Delivery Systems with Random Forest Models. Biology 9 (8) (2020)
Pravin Ambure, Amit Kumar Halder, Humberto González-Díaz, Maria Natália Dias Soeiro Cordeiro
QSAR-Co: An Open Source Software for Developing Robust Multitasking or Multitarget Classification-Based QSAR Models. Journal of chemical information and modeling 59 (6) (2019)
Emilia Vásquez-Domínguez, Vinicio Danilo Armijos-Jaramillo, Eduardo Tejera, Humberto González-Díaz
Multioutput Perturbation-Theory Machine Learning (PTML) Model of ChEMBL Data for Antiretroviral Compounds. Molecular pharmaceutics 16 (10) (2019)
Riccardo Concu, Maria Natália Dias Soeiro Cordeiro, Cristian R Munteanu, Humberto González-Díaz
PTML Model of Enzyme Subclasses for Mining the Proteome of Biofuel Producing Microorganisms. Journal of proteome research 18 (7) (2019)
Rebeca Diez-Alarcia, Víctor Yáñez-Pérez, Itziar Muneta-Arrate, Sonia Arrasate, Esther Lete, J Javier Meana, Humberto González-Díaz
Big Data Challenges Targeting Proteins in GPCR Signaling Pathways; Combining PTML-ChEMBL Models and [35S]GTPγS Binding Assays. ACS chemical neuroscience 10 (11) (2019)
Deyani Nocedo-Mena, Carlos Cornelio, María Del Rayo Camacho-Corona, Elvira Garza-González, Noemi Waksman de Torres, Sonia Arrasate, Nuria Sotomayor, Esther Lete, Humberto González-Díaz
Modeling Antibacterial Activity with Machine Learning and Fusion of Chemical Structure Information with Microorganism Metabolic Networks. Journal of chemical information and modeling 59 (3) (2019)
Vincent Blay, Toshiyuki Yokoi, Humberto González-Díaz
Perturbation Theory-Machine Learning Study of Zeolite Materials Desilication. Journal of chemical information and modeling 58 (12) (2018)
Viviana F Quevedo-Tumailli, Bernabe Ortega-Tenezaca, Humberto González-Díaz
Chromosome Gene Orientation Inversion Networks (GOINs) of Plasmodium Proteome. Journal of proteome research 17 (3) (2018)
Lorena Simón-Vidal, Oihane García-Calvo, Uxue Oteo, Sonia Arrasate, Esther Lete, Nuria Sotomayor, Humberto González-Díaz
Perturbation-Theory and Machine Learning (PTML) Model for High-Throughput Screening of Parham Reactions: Experimental and Theoretical Studies. Journal of chemical information and modeling 58 (7) (2018)
Harbil Bediaga, Sonia Arrasate, Humberto González-Díaz
PTML Combinatorial Model of ChEMBL Compounds Assays for Multiple Types of Cancer. ACS combinatorial science 20 (11) (2018)
Joana Ferreira da Costa, David Silva, Olga Caamaño, José M Brea, Maria Isabel Loza, Cristian R Munteanu, Alejandro Pazos, Xerardo García-Mera, Humberto González-Díaz
Perturbation Theory/Machine Learning Model of ChEMBL Data for Dopamine Targets: Docking, Synthesis, and Assay of New l-Prolyl-l-leucyl-glycinamide Peptidomimetics. ACS chemical neuroscience 9 (11) (2018)
Enrique Barreiro, Cristian R Munteanu, Maykel Cruz-Monteagudo, Alejandro Pazos, Humberto González-Díaz
Net-Net Auto Machine Learning (AutoML) Prediction of Complex Ecosystems. Scientific reports 8 (1) (2018)
Saúl G Martínez-Arzate, Esvieta Tenorio-Borroto, Alberto Barbabosa Pliego, Héctor M Díaz-Albiter, Juan C Vázquez-Chagoyán, Humberto González-Díaz
PTML Model for Proteome Mining of B-Cell Epitopes and Theoretical-Experimental Study of Bm86 Protein Sequences from Colima, Mexico. Journal of proteome research 16 (11) (2017)
Michael González-Durruthy, Luciane C Alberici, Carlos Curti, Zeki Naal, David T Atique-Sawazaki, José M Vázquez-Naya, Humberto González-Díaz, Cristian R Munteanu
Experimental-Computational Study of Carbon Nanotube Effects on Mitochondrial Respiration: In Silico Nano-QSPR Machine Learning Models Based on New Raman Spectra Transform with Markov-Shannon Entropy Invariants. Journal of chemical information and modeling 57 (5) (2017)
Michael González-Durruthy, Adriano Velasque Werhli, Vinicius Seus, Karina S Machado, Alejandro Pazos, Cristian R Munteanu, Humberto González-Díaz, José María Monserrat
Decrypting Strong and Weak Single-Walled Carbon Nanotubes Interactions with Mitochondrial Voltage-Dependent Anion Channels Using Molecular Docking and Perturbation Theory. Scientific reports 7 (1) (2017)

Humberto González-Díaz.css-eqlu8i{font-size:small;padding-left:4px;} (Humbert González-Díaz, Humbert González Díaz, Humberto Gonzáles-Díaz)

Publication Activity (10 Years)

Top Topics

Top Venues

Humberto González-Díaz (Humbert González-Díaz, Humbert González Díaz, Humberto Gonzáles-Díaz)