Miguel Á. Contreras

Universidad Andrés Bello — Chile

Engineering · Physical Sciences

55h-index13.6kcitations279works5.92yr avg
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Research Topics

Chalcogenide Semiconductor Thin Films(157), Quantum Dots Synthesis And Properties(118), Copper-based nanomaterials and applications(57), Semiconductor materials and interfaces(50), Peroxisome Proliferator-Activated Receptors(32)

Publications278 total

A large language model for delirium prediction in the intensive care unit using structured electronic health records
Scientific Reports·2025· 2 citedOpen Access
Restrictive Cardiomyopathy: Contemporary Insights into Pathophysiology, Diagnostic Complexity, and Evolving Therapeutic Perspectives
International Journal of Medical Science and Clinical Research Studies·2025Open Access
Integrating Multidisciplinary Expertise in the Management of Connective Tissue Disease-Associated Interstitial Lung Disease: Experience from a Quaternary Care Hospital
2025
MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term MObility EstimatioN in Critical Care
Lecture notes in computer science·2025
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR
2025· 6 citedOpen Access
Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling
Nature Communications·2025Open Access
Desert-adapted tomato Solanum pennellii exhibit unique regulatory elements and stress-ready transcriptome patterns to drought
PLoS ONE·2025· 1 citedOpen Access
Unveiling the Mask: DIPNECH Mimicking Obstructive Airway Symptoms - A Case Study
American Journal of Respiratory and Critical Care Medicine·2025
Quantifying Circadian Desynchrony in ICU Patients and Its Association with Delirium
arXiv (Cornell University)·2025Open Access
353: LARGE LANGUAGE MODELS FOR MORTALITY PREDICTION USING STRUCTURED EHR AND UNSTRUCTURED CLINICAL NOTES
Critical Care Medicine·2025
Portfolio Selection and Comparative Portfolio Analysis of Transportation Services, Hotel and Leisure, and Education Subsectors Against Service Sector in the Philippine Market Using Mean-variance Model
2024
MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes
arXiv (Cornell University)·2024· 2 citedOpen Access
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR
arXiv (Cornell University)·2024· 1 citedOpen Access
APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life Sustaining Therapies Prediction Model
2024· 2 citedOpen Access
Transformers and large language models in healthcare: A review
Artificial Intelligence in Medicine·2024· 100 citedOpen Access
Development and Validation of an Individualised Risk Prediction Model for Exacerbations in Patients With Severe Asthma in Real-world Settings
2024
International Variation in Exacerbation Rates in Patients With Severe Asthma
2024
Unveiling the Real-World Causal Interaction of Essential Risk Factors in Severe Asthma Exacerbation: A Bayesian Network Analysis
2024
A multi-cohort study on prediction of acute brain dysfunction states using selective state space models
arXiv (Cornell University)·2024Open Access
N<i>a’guara</i>!! We peasants <i>do</i> practice agroecology:” Territorial Symphonies in La Alianza, Venezuela
Latin American Perspectives·2024
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Frequent Co-authors

R. Noufi(26), K. Ramanathan(12), Brian Egaas(8), John R. Tuttle(8), Ingrid Repins(7), Andrew M. Gabor(7), A. Tennant(7), Falah S. Hasoon(6), J. Keane(6), M.J. Romero(6), Wyatt K. Metzger(5), Stanley I. Rapoport(5), Inderjit Singh(4), James R. Sites(4), Thad A. Rosenberger(4), Michael Chang(4), A. B. Swartzlander(3), David L. Young(3), Jas S. Ward(3), A. Duda(3)