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David Medina-Ortiz
David Medina-Ortiz
Верификована је имејл адреса на umag.cl - Почетна страница
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Навело
Година
A multi-group SEIRA model for the spread of COVID-19 among heterogeneous populations
S Contreras, HA Villavicencio, D Medina-Ortiz, JP Biron-Lattes, ...
Chaos, Solitons & Fractals 136, 109925, 2020
1022020
Real-Time Estimation of Rt for Supporting Public-Health Policies Against COVID-19
S Contreras, HA Villavicencio, D Medina-Ortiz, CP Saavedra, ...
Frontiers in public health 8, 556689, 2020
302020
Peptipedia: a user-friendly web application and a comprehensive database for peptide research supported by machine learning approach
C Quiroz, YB Saavedra, B Armijo-Galdames, J Amado-Hinojosa, ...
Database 2021, baab055, 2021
292021
Statistically-based methodology for revealing real contagion trends and correcting delay-induced errors in the assessment of COVID-19 pandemic
S Contreras, JP Biron-Lattes, HA Villavicencio, D Medina-Ortiz, ...
Chaos, Solitons & Fractals 139, 110087, 2020
282020
A novel synthetic model of the glucose-insulin system for patient-wise inference of physiological parameters from small-size OGTT data
S Contreras, D Medina-Ortiz, C Conca, Á Olivera-Nappa
Frontiers in bioengineering and biotechnology 8, 195, 2020
232020
Dmakit: A user-friendly web platform for bringing state-of-the-art data analysis techniques to non-specific users
D Medina-Ortiz, S Contreras, C Quiroz, JA Asenjo, Á Olivera-Nappa
Information systems 93, 101557, 2020
222020
Development of supervised learning predictive models for highly non-linear biological, biomedical, and general datasets
D Medina-Ortiz, S Contreras, C Quiroz, Á Olivera-Nappa
Frontiers in molecular biosciences 7, 13, 2020
212020
Peptide-based drug discovery through artificial intelligence: towards an autonomous design of therapeutic peptides
M Goles, A Daza, G Cabas-Mora, L Sarmiento-Varón, J Sepúlveda-Yañez, ...
Briefings in Bioinformatics 25 (4), bbae275, 2024
172024
Country-Wise Forecast Model for the Effective Reproduction Number Rt of Coronavirus Disease
D Medina-Ortiz, S Contreras, Y Barrera-Saavedra, G Cabas-Mora, ...
Frontiers in Physics 8, 304, 2020
142020
Mutational signatures and transmissibility of SARS-CoV-2 Gamma and Lambda variants
KY Oróstica, S Contreras, SB Mohr, J Dehning, S Bauer, D Medina-Ortiz, ...
arXiv preprint arXiv:2108.10018, 2021
122021
Combination of digital signal processing and assembled predictive models facilitates the rational design of proteins
D Medina-Ortiz, S Contreras, J Amado-Hinojosa, J Torres-Almonacid, ...
arXiv preprint arXiv:2010.03516, 2020
112020
The role of machine learning in health policies during the COVID-19 pandemic and in long COVID management
L Sarmiento Varón, J González-Puelma, D Medina-Ortiz, J Aldridge, ...
Frontiers in public health 11, 1140353, 2023
102023
The growth of marine fungi on seaweed polysaccharides produces cerato-platanin and hydrophobin self-assembling proteins
C Landeta-Salgado, P Cicatiello, I Stanzione, D Medina, IB Mora, ...
Microbiological Research 251, 126835, 2021
102021
Generalized property-based encoders and digital signal processing facilitate predictive tasks in protein engineering
D Medina-Ortiz, S Contreras, J Amado-Hinojosa, J Torres-Almonacid, ...
Frontiers in Molecular Biosciences 9, 898627, 2022
92022
COVID-19 modeling under uncertainty: Statistical data analysis for unveiling true spreading dynamics and guiding correct epidemiological management
A Sanchez-Daza, D Medina-Ortiz, A Olivera-Nappa, S Contreras
Modeling, Control and Drug Development for COVID-19 Outbreak Prevention, 245-282, 2022
72022
Exploring machine learning algorithms and protein language models strategies to develop enzyme classification systems
D Fernández, Á Olivera-Nappa, R Uribe-Paredes, D Medina-Ortiz
International Work-Conference on Bioinformatics and Biomedical Engineering …, 2023
62023
Protein language models and machine learning facilitate the identification of antimicrobial peptides
D Medina-Ortiz, S Contreras, D Fernández, N Soto-García, I Moya, ...
International Journal of Molecular Sciences 25 (16), 8851, 2024
42024
RUDEUS, a machine learning classification system to study DNA-Binding proteins
D Medina-Ortiz, G Cabas-Mora, I Moya-Barria, N Soto-Garcia, ...
bioRxiv, 2024.02. 19.580825, 2024
42024
Interpretable and explainable predictive machine learning models for data-driven protein engineering
D Medina-Ortiz, A Khalifeh, H Anvari-Kazemabad, MD Davari
Biotechnology Advances, 108495, 2024
32024
Model-based assessment of sampling protocols for infectious disease genomic surveillance
S Contreras, KY Oróstica, A Daza-Sanchez, J Wagner, P Dönges, ...
Chaos, Solitons & Fractals 167, 113093, 2023
32023
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