| Improving out-of-hospital incident severity assessment from changing clinical features with Deep Continual Learning P Ferri, C Sáez, A Félix-De Castro, P Sánchez-Cuesta, JM García-Gómez | | 2024 |
| Improving out-of-hospital incident severity assessment from changing clinical features with Deep Continual Learning P Ferri, C Sáez, AFD Castro, P Sánchez-Cuesta, JM García-Gómez medRxiv, 2024.02. 20.24303094, 2024 | | 2024 |
| Extremely missing numerical data in Electronic Health Records for machine learning can be managed through simple imputation methods considering informative missingness: A … P Ferri, N Romero-Garcia, R Badenes, D Lora-Pablos, TG Morales, ... Computer Methods and Programs in Biomedicine 242, 107803, 2023 | 2 | 2023 |
| Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study A Dagliati, ZH Strasser, ZSH Abad, JG Klann, KB Wagholikar, R Mesa, ... Eclinicalmedicine 64, 2023 | 1 | 2023 |
| Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium F Sperotto, A Gutiérrez-Sacristán, S Makwana, X Li, VN Rofeberg, T Cai, ... EClinicalMedicine 64, 2023 | 7 | 2023 |
| Blockchain for data originality in pharma manufacturing M Durá, F Leal, Á Sánchez-García, C Sáez, JM García-Gómez, AE Chis, ... Journal of Pharmaceutical Innovation, 1-19, 2023 | 3 | 2023 |
| Machine learning uncovers blood test patterns subphenotypes at hospital admission discerning increased 30-day ICU mortality rates in COVID-19 elderly patients NRG Romero-Garcia, LZ Zhou, RB Badenes, TGM Garcia-Morales, ... Critical Care Conference: 42nd International Symposium on Intensive Care and …, 2023 | | 2023 |
| Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ... EClinicalMedicine 55, 2023 | 38 | 2023 |
| Hospitalizations associated with mental health conditions among adolescents in the US and France during the COVID-19 pandemic A Gutiérrez-Sacristán, A Serret-Larmande, MR Hutch, C Sáez, BJ Aronow, ... JAMA Network Open 5 (12), e2246548-e2246548, 2022 | 10 | 2022 |
| Multisource and temporal variability in Portuguese hospital administrative datasets: Data quality implications J Souza, I Caballero, JV Santos, M Lobo, A Pinto, J Viana, C Sáez, ... Journal of Biomedical Informatics 136, 104242, 2022 | 6 | 2022 |
| International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality GM Weber, C Hong, Z Xia, NP Palmer, P Avillach, S L’yi, MS Keller, ... NPJ digital medicine 5 (1), 74, 2022 | 11 | 2022 |
| Machine learning uncovers blood test patterns subphenotypes at hospital admission discerning increased 30-day ICU mortality rates in COVID-19 elderly patients L Zhou, N Romero-García, R Badenes, MTG Morales, D Lora, ... medRxiv, 2022 | | 2022 |
| Subphenotyping of Mexican patients with COVID-19 at preadmission to anticipate severity stratification: age-sex unbiased meta-clustering technique L Zhou, N Romero-García, J Martínez-Miranda, JA Conejero, ... JMIR Public Health and Surveillance 8 (3), e30032, 2022 | 4 | 2022 |
| Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder A Gutiérrez-Sacristán, C Sáez, C De Niz, N Jalali, TN DeSain, R Kumar, ... Journal of the American Medical Informatics Association, 2022 | 6 | 2022 |
| Discovering Key Topics in Emergency Medical Dispatch from Free Text Dispatcher Observations P Ferri, C Sáez, FD Castro, P Sánchez-Cuesta, JM García-Gómez Challenges of Trustable AI and Added-Value on Health, 859-863, 2022 | 2 | 2022 |
| Towards a computational approach for the assessment of compliance of ALCOA+ Principles in pharma industry M Durá, A Sánchez-García, C Sáez, F Leal, AE Chis, H González-Vélez, ... Challenges of Trustable AI and Added-Value on Health, 755-759, 2022 | 4 | 2022 |
| Evolving phenotypes of non-hospitalized patients that indicate long COVID H Estiri, ZH Strasser, GA Brat, YR Semenov, CJ Patel, SN Murphy BMC medicine 19, 1-10, 2021 | 121 | 2021 |
| Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 TT Le, A Gutierrez-Sacristan, J Son, C Hong, AM South, ... Scientific reports 11 (1), 20238, 2021 | 6 | 2021 |
| Quality of hospital electronic health record (EHR) data based on the international consortium for health outcomes measurement (ICHOM) in heart failure: pilot data quality … H Aerts, D Kalra, C Sáez, JM Ramírez-Anguita, MA Mayer, ... JMIR medical informatics 9 (8), e27842, 2021 | 14 | 2021 |
| Predicting morbidity by Local Similarities in Multi-Scale Patient Trajectories LAC Ribelles, JR Pardo-Mas, S Tortajada, C Sáez, B Valdivieso, ... Journal of Biomedical Informatics 120, 103837, 2021 | 4 | 2021 |
Juan M Garcia-GomezUniversidad Politecnica de ValenciaVerified email at ibime.upv.es
