Author

V. Hernandez

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 1 Bioengineering· 1 Immunology· 1 Microbiology· 1 Physiology· 1

Signature Assays, Organisms & Methods

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Research Focus:cancer & tumor microenvironment· 2 Research Focus:cell type annotation· 2 Approach:deep learning· 2 Approach:experimental assay· 2 Organism:human· 2 Approach:machine learning (classical)· 2 Organism:mouse· 2 Assay:behavioral assay· 1

Frequent Co-Authors

A. Espinosa· 1 shared A. K. Savage· 1 shared A. Leon· 1 shared A. M. Figueroa· 1 shared A. R. Greenplate· 1 shared A. T. Heubeck· 1 shared C. E. Gustafson· 1 shared C. Hernandez-Linares· 1 shared

Activity by Year

2019-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 17 mutual co-author links

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1 shared paperPhysiology

A. Espinosa

Mutual co-authors in cluster

Author profile →

5 papers

Recent·Most cited

Effects of Aerobic Exercise in Hepatic Lipid Droplet-Mitochondria interaction in Non-alcoholic Fatty Liver Disease

J. C. Borquez, F. Diaz-Castro, F. Pino-de la Fuente, K. Espinoza, A. M. Figueroa, I. Martinez-Ruiz, V. Hernandez, I. Lopez-Soldado, R. Ventura, A. Espinosa, V. Cortes, M. I. Hernandez-Alvarez, R. Troncoso

This study shows aerobic exercise reduces hepatic lipid droplet-mitochondria interaction in NAFLD models, correlating with lower disease severity.

bioRxiv · Jan 31, 2023 · PreprintPhysiology

Distinct Heterogeneity in the Naive T cell Compartments of Children and Adults

C. E. Gustafson, Z. Thomson, Z. He, E. Swanson, K. Henderson, M.-P. L. Pebworth, L. Y. Okada, A. T. Heubeck, C. R. Roll, V. Hernandez, M. D. Weiss, P. C. Genge, J. Reading, J. R. Giles, S. Manne, , P. J. Skene

The study identifies age-related differences in naive T cell compartments between children and adults, showing distinct molecular reprogramming in CD4 and CD8 subsets.

bioRxiv · Oct 4, 2022 · PreprintImmunology

Beyond single discrete responses: An integrative and multidimensional analysis of behavioral dynamics assisted by Machine Learning

A. Leon, V. Hernandez, J. Lopez, I. Guzman, V. Quintero, P. Toledo, M. L. Avendano-Garrido, C. Hernandez-Linares, E. Escamilla

This paper introduces a multidimensional analysis of behavioral dynamics using machine learning to integrate continuous spatial behavior with discrete responses, revealing previously overlooked aspects of behavior.

bioRxiv · Mar 17, 2021Animal Behavior & Cognition

Sterol 14α-demethylase is vital for mitochondrial functions and stress tolerance in Leishmania major

S. Mukherjee, S. Moitra, W. Xu, V. Hernandez, K. Zhang

This study shows that C14DM is essential for mitochondrial function and stress tolerance in Leishmania major, leading to increased sensitivity to glucose deprivation and antimicrobial agents.

PLOS Pathogens · Aug 20, 2020Peer-reviewedMicrobiology

Convolutional and Recurrent Neural Network for Human Action Recognition: application on American Sign Language

V. Hernandez, T. Suzuki, G. Venture

This paper applies ConvNet-LSTM to classify American Sign Language signs using LeapMotion data, achieving 89.3% accuracy with data augmentation.

bioRxiv · Jan 30, 2019 · PreprintBioengineering