| 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 | 85 | 2020 |
| 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 | 26 | 2020 |
| 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 | 25 | 2020 |
| 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 | 18 | 2021 |
| 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 | 18 | 2020 |
| 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 | 13 | 2020 |
| 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 | 13 | 2020 |
| 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 | 12 | 2021 |
| 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 | 12 | 2020 |
| 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 | 7 | 2020 |
| 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 | 6 | 2023 |
| 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 | 5 | 2022 |
| 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 | 5 | 2022 |
| 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 | 5 | 2021 |
| Patient-Wise Methodology to Assess Glycemic Health Status: Applications to Quantify the Efficacy and Physiological Targets of Polyphenols on Glycemic Control Á Olivera-Nappa, S Contreras, MF Tevy, D Medina-Ortiz, A Leschot, ... Frontiers in Nutrition 9, 831696, 2022 | 2 | 2022 |
| Exploring machine learning algorithms and numerical representations strategies to develop sequence-based predictive models for protein networks D Medina-Ortiz, P Salinas, G Cabas-Moras, F Durán-Verdugo, ... International Conference on Computational Science and Its Applications, 231-244, 2023 | 1 | 2023 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| Peptipedia: a comprehensive database for peptide research supported by Assembled predictive models and Data Mining approaches C Quiroz, YB Saavedra, B Armijo-Galdames, J Amado-Hinojosa, ... arXiv preprint arXiv:2101.12210, 2021 | 1 | 2021 |
| Pattern recognition on antigen-antibody interactions from protein microarrays based on data mining and bioinformatics analysis J Torres-Almonacid, D Medina-Ortiz, D Alvarez-Saravia, ... 2019 38th International Conference of the Chilean Computer Science Society …, 2019 | 1 | 2019 |
Alvaro Olivera-NappaUniversity of ChileE-mail megerősítve itt: ing.uchile.cl
