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Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records.
Contreras M, Silva B, Shickel B, Bandyopadhyay S, Guan Z, Ren Y, Ozrazgat-Baslanti T, Khezeli K, Bihorac A, Rashidi P. Contreras M, et al. IEEE EMBS Int Conf Biomed Health Inform. 2023 Oct;2023:10.1109/bhi58575.2023.10313445. doi: 10.1109/bhi58575.2023.10313445. Epub 2023 Nov 14. IEEE EMBS Int Conf Biomed Health Inform. 2023. PMID: 38585187 Free PMC article.
Transformers and large language models in healthcare: A review.
Nerella S, Bandyopadhyay S, Zhang J, Contreras M, Siegel S, Bumin A, Silva B, Sena J, Shickel B, Bihorac A, Khezeli K, Rashidi P. Nerella S, et al. Among authors: contreras m. Artif Intell Med. 2024 Aug;154:102900. doi: 10.1016/j.artmed.2024.102900. Epub 2024 Jun 5. Artif Intell Med. 2024. PMID: 38878555 Free PMC article. Review.
APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model.
Contreras M, Silva B, Shickel B, Davidson A, Ozrazgat-Baslanti T, Ren Y, Guan Z, Balch J, Zhang J, Bandyopadhyay S, Loftus T, Khezeli K, Nerella S, Bihorac A, Rashidi P. Contreras M, et al. Res Sq [Preprint]. 2024 Aug 6:rs.3.rs-4790824. doi: 10.21203/rs.3.rs-4790824/v1. Res Sq. 2024. PMID: 39149454 Free PMC article. Preprint.
Anti-tick vaccine in Uganda - from bench to field.
de la Fuente J, Gortázar C, Contreras M, Kabi F, Kasaija P, Mugerwa S, Rutaisire J. de la Fuente J, et al. Among authors: contreras m. Vaccine. 2025 Jan 6:126695. doi: 10.1016/j.vaccine.2024.126695. Online ahead of print. Vaccine. 2025. PMID: 39765365 No abstract available.
Molecular diagnostics using the QIAstat-Dx syndromic device for covering avian influenza pandemic preparedness.
Peñarrubia L, Reister S, Jiménez-Guzmán S, Porco R, Congost-Teixidor C, Pueyo G, Camprubí-Font C, Vara K, Cardenosa MC, Contreras M, Mayorgas A, van Deursen F, Lueerssen D, Juanola-Falgarona M, Schwemmle M, Ciminski K, Manissero D. Peñarrubia L, et al. Among authors: contreras m. Heliyon. 2024 Nov 26;10(23):e40645. doi: 10.1016/j.heliyon.2024.e40645. eCollection 2024 Dec 15. Heliyon. 2024. PMID: 39687184 Free PMC article.
Extracellular Vesicles From Preeclampsia Disrupt the Blood-Brain Barrier by Reducing CLDN5.
Sandoval H, Ibañez B, Contreras M, Troncoso F, Castro FO, Caamaño D, Mendez L, Escudero-Guevara E, Nualart F, Mistry HD, Kurlak LO, Vatish M, Acurio J, Escudero C. Sandoval H, et al. Among authors: contreras m. Arterioscler Thromb Vasc Biol. 2024 Dec 12. doi: 10.1161/ATVBAHA.124.321077. Online ahead of print. Arterioscler Thromb Vasc Biol. 2024. PMID: 39665142
1,132 results