Luis Felipe Jiménez‐García
Dados Biográficos
| ID | 7954271 |
|---|---|
| NOME | Luis Felipe Jiménez‐García |
| PRENOMES | Luis Felipe |
| SOBRENOME | Jiménez‐García |
| ASSINATURA | GARCÍA L F J |
| AFILIAÇÕES | Universidad Nacional Autonoma de Mexico |
| ORCID | 0000-0003-2368-2975 |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| OBRAS COMO AUTOR | 1 |
| OBRAS COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2025 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2025 |
| ÍNDICE H | 0 |
Proteome analysis of the prefrontal cortex and the application of machine learning models for the identification of potential biomarkers related to suicide
Our exploratory pathway analysis highlighted oxidative stress responses and neurodevelopmental pathways as key processes perturbed in the DLPFC of suicides. Regarding ML models, KNeighborsClassifier was the best predicting conditions. Here we show that these proteins of the DLPFC may help to identify brain processes associated with suicide and they could be validated as potential biomarkers of this outcome
Sem obras proeminentes nesta página.
Proteome analysis of the prefrontal cortex and the application of machine learning models for the identification of potential biomarkers related to suicide
Our exploratory pathway analysis highlighted oxidative stress responses and neurodevelopmental pathways as key processes perturbed in the DLPFC of suicides. Regarding ML models, KNeighborsClassifier was the best predicting conditions. Here we show that these proteins of the DLPFC may help to identify brain processes associated with suicide and they could be validated as potential biomarkers of this outcome
14-3-3 protein interactions (1 obra) · Bioinformatics (1 obra) · Bioinformatics and Genomic Networks (1 obra) · Biology (1 obra) · Cognition (1 obra) · Computational biology (1 obra) · Computer Science (1 obra) · Data science (1 obra) · Identification (biology (1 obra) · Machine learning (1 obra)