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David Martínez-Enguita

Observed names: D Martínez-Enguita, David Martínez Enguita, Martínez Enguita, David, Martínez-Enguita, David
ORCID: 0000-0002-6363-6298
Observed ORCID: 0000-0002-6363-6298
OpenAlex ID: A5007548979
Digital twins to personalize medicine
2019 · Bergthor Björnsson, Carl Borrebaeck, et al. · Genome Medicine · 560
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A validated single-cell-based strategy to identify diagnostic and therapeutic targets in complex diseases
2019 · Danuta R. Gawel, Jordi Serra-Musach, et al. · Genome Medicine · 98
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Cholinergic regulation of vascular endothelial function by human ChAT + T cells
2023 · Laura Tarnawski, Vladimir S. Shavva, et al. · Proceedings of the National Academy of Sciences · 34
MODifieR: an Ensemble R Package for Inference of Disease Modules from Transcriptomics Networks
2020 · Hendrik A de Weerd, Tejaswi V S Badam, et al. · Bioinformatics · 23
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Combined prenatal Lactobacillus reuteri and ω-3 supplementation synergistically modulates DNA methylation in neonatal T helper cells
2021 · Johanna Huoman, David Martínez-Enguita, et al. · Clinical Epigenetics · 22
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A validated generally applicable approach using the systematic assessment of disease modules by GWAS reveals a multi-omic module strongly associated with risk factors in multiple sclerosis
2021 · Tejaswi V. S. Badam, Hendrik A. de Weerd, et al. · BMC Genomics · 19
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NCAE: data-driven representations using a deep network-coherent DNA methylation autoencoder identify robust disease and risk factor signatures
2023 · David Martínez-Enguita, Sanjiv K Dwivedi, et al. · Briefings in Bioinformatics · 9
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A DNA Methylation Signature From Buccal Swabs to Identify Tuberculosis Infection
2024 · Lovisa Karlsson, Isabelle Öhrnberg, et al. · The Journal of Infectious Diseases · 7
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Correction to: A validated single-cell-based strategy to identify diagnostic and therapeutic targets in complex diseases
2020 · Danuta R. Gawel, Jordi Serra-Musach, et al. · Genome Medicine · 6
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Precise and interpretable neural networks reveal epigenetic signatures of aging across youth in health and disease
2025 · David Martínez-Enguita, Thomas Hillerton, et al. · Frontiers in Aging · 5
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Longitudinal epigenetic rewiring in lung immune cells in patients with post COVID-19 condition
2026 · Frida Nikesjö, Jelena Smiljanic, et al. · Epigenetics Communications · 3
A validated generally applicable approach using the systematic assessment of disease modules by GWAS reveals a multi-omic module strongly associated with risk factors in multiple sclerosis
2020 · Tejaswi V.S. Badam, Hendrik A. de Weerd, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 3
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A DNA methylation signature identified in the buccal mucosa reflecting active tuberculosis is changing during tuberculosis treatment
2024 · Isabelle Öhrnberg, Lovisa Karlsson, et al. · Scientific Reports · 2
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Protein-protein interaction priors shape biologically coherent latent spaces for causally concordant cross-omic translation
2025 · David Martínez-Enguita, Thomas Hillerton, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 1
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Identification and Characterization of Human Activation-Induced ChAT + CD4 + T Cells
2021 · L Tarnawski, AL Gallina, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 1
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Identification of personalized multi-omic disease modules in asthma
2018 · David Martínez Enguita · 1
Trained model weights for PPI-guided autoencoders and cross-omic translators.
2026 · Martínez Enguita, David · Figshare
README
2026 · Martínez Enguita, David · Figshare
Explainable deep learning for DNA methylation analysis in health and disease
2025 · David Martínez Enguita · Linköping studies in science and technology. Dissertations
System-level health profiling from blood DNA methylation with explainable deep learning
2025 · David Martínez-Enguita, Thomas Hillerton, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Identifying DNA Methylation Patterns in Post COVID-19 Condition: Insights from a One-Year Prospective Cohort Study
2025 · Christoffer Granvik, Jelena Smiljanić, et al. · medRxiv
Precise and interpretable neural networks reveal epigenetic signatures of aging in youth across health and disease
2024 · David Martínez-Enguita, Thomas Hillerton, et al. · Research Square
Data-driven representations using deep network-coherent methylation autoencoders to identify robust disease and risk factor signatures
2023 · David Martínez-Enguita, Sanjiv K. Dwivedi, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Additional file 4 of Combined prenatal Lactobacillus reuteri and ω-3 supplementation synergistically modulates DNA methylation in neonatal T helper cells
2021 · Huoman, Johanna, Martínez-Enguita, David, et al. · Figshare
Additional file 5 of Combined prenatal Lactobacillus reuteri and ω-3 supplementation synergistically modulates DNA methylation in neonatal T helper cells
2021 · Huoman, Johanna, Martínez-Enguita, David, et al. · Figshare
Works count: 54
Citation count: 793
H-index: 7
I10-index: 6
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