Dr GERMAN ANDRES PRECIAT GONZALEZ
Resumen curricular:
Soy un especialista en ingeniería metabólica e inteligencia artificial con un enfoque claro en el ámbito de las ciencias de la salud. Cuento con experiencia en programación científica multidisciplinaria, investigación y una destacada trayectoria como director de 4 proyectos de tesis en el posgrado en Ciencias de la Bioingeniería y Cómputo Inteligente. Mi enfoque se centra en el análisis de datos biológicos, la optimización matemática y el desarrollo de software utilizando técnicas avanzadas de inteligencia artificial, especialmente orientadas hacia la medicina personalizada. Además, soy un comunicador eficaz y apasionado, capaz de transmitir conceptos científicos de forma clara y concisa a audiencias diversas
Perfil de Investigador SNII:
Bases de datos bibliográficas:
Google Scholar
ORCID
Publicaciones del académico:
- Characterization of metabolic phenotypes in breast cancer through the integration of genome-scale metabolic models and machine learning
- Deep Learning-Based Flux Prediction for Cardiac Mitochondrial Metabolism: A Comparative Analysis
- Interpretable Machine Learning for Engineering Admission Trends at the University of Guadalajara
- fluxTrAM: Integration of tracer-based metabolomics data into atomically resolved genome-scale metabolic networks for metabolic flux analysis
- Conserved moiety fluxomics
- Genome-scale metabolic reconstruction of 7,302 human microorganisms for personalized medicine.
- Omics data integration suggests a potential idiopathic Parkinson’s disease signature
- Genome-scale metabolic reconstruction of 7,302 human microorganisms for personalized medicine
- MetaboAnnotator: an efficient toolbox to annotate metabolites in genome-scale metabolic reconstructions.
- MetaboAnnotator: an efficient toolbox to annotate metabolites in genome-scale metabolic reconstructions
- XomicsToModel: A COBRA Toolbox Extension for Generation of Metabolic Models from Multi-Omic Data
- XomicsToModel: Multiomics data integration and generation of thermodynamically consistent metabolic models
- Mechanistic model-driven exometabolomic characterisation of human dopaminergic neuronal metabolism
- AGORA2: large scale reconstruction of the microbiome highlights wide-spread drug-metabolising capacities
- Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v. 3.0
- Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v. 3.0
- The Virtual Metabolic Human database: integrating human and gut microbiome metabolism with nutrition and disease
- Danıelsdó ttir
- The connectome is necessary but not sufficient for the spread of alpha-synuclein pathology in rats
- Recon3D enables a three-dimensional view of gene variation in human metabolism
- Comparative evaluation of atom mapping algorithms for balanced metabolic reactions: application to Recon 3D