Miguel Contreras

25 papers Misc 1Journal 13Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model. CoRR Miguel Contreras, Jessica Sena, Andrea Davidson, Jiaqing Zhang, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2025	—	`conf`	MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term MObility EstimatioN in Critical Care. MICCAI (15) Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2025	J	`jnl`	MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care. CoRR Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2025	J	`jnl`	Quantifying Circadian Desynchrony in ICU Patients and Its Association with Delirium. CoRR Yuanfang Ren, Andrea Davidson, Jiaqing Zhang, Miguel Contreras, Ayush Patela, Michelle Gumz, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac
2024	J	`jnl`	A multi-cohort study on prediction of acute brain dysfunction states using selective state space models. CoRR Brandon Silva, Miguel Contreras, Sabyasachi Bandyopadhyay, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Kia Khezeli, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR. CoRR Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes. CoRR Jiaqing Zhang, Miguel Contreras, Sabyasachi Bandyopadhyay, Andrea Davidson, Jessica Sena, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	Transformers and large language models in healthcare: A review. Artif. Intell. Medicine Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
2023	J	`jnl`	APRICOT: Acuity Prediction in Intensive Care Unit (ICU): Predicting Stability, Transitions, and Life-Sustaining Therapies. CoRR Miguel Contreras, Brandon Silva, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Sabyasachi Bandyopadhyay, Kia Khezeli, Azra Bihorac, Parisa Rashidi
2023	—	`conf`	Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records. BHI Miguel Contreras, Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Kia Khezeli, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	Transformer Models for Acute Brain Dysfunction Prediction. CoRR Brandon Silva, Miguel Contreras, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Kia Khezeli, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	Transformers in Healthcare: A Survey. CoRR Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
2015	—	`conf`	Towards automatic colour segmentation for robot soccer. ICARA Donald G. Bailey, Miguel Contreras, Gourab Sen Gupta
2014	Misc	`conf`	Robot Identification using Shape Features on an FPGA-Based Smart Camera. IVCNZ Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta
2014	—	`conf`	Techniques for Designing an FPGA-Based Intelligent Camera for Robots. RiTA Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta
2013	—	`conf`	FPGA Implementation of Global Vision for Robot Soccer as a Smart Camera. RiTA Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta
2012	—	`conf`	Intelligent Camera for Object Identification and Tracking. RiTA Donald G. Bailey, Gourab Sen Gupta, Miguel Contreras
2007	J	`jnl`	Ontology-driven intelligent service for configuration support in networked organizations. Knowl. Inf. Syst. Alexander V. Smirnov, Nikolay Shilov, Tatiana Levashova, Leonid Sheremetov, Miguel Contreras
2006	—	`conf`	Industrial Application Integration Using Agent-Enabled Sematic SOA: Capnet Case Study. BASYS Leonid Sheremetov, Miguel Contreras
2004	J	`jnl`	Design and implementation of a FIPA compliant agent platform in .NET. J. Object Technol. Miguel Contreras, Ernesto Germán, Manuel Chi, Leonid Sheremetov
2004	—	`conf`	Implementation of an Ontology Sharing Mechanism for Multiagent Systems Based on Web Services. AWIC Leonid Sheremetov, Miguel Contreras, Alexander V. Smirnov
2004	J	`jnl`	Intelligent multi-agent support for the contingency management system. Expert Syst. Appl. Leonid Sheremetov, Miguel Contreras, Cesar Valencia
2003	—	`conf`	Agent Platform Security Architecture. MMM-ACNS Gustavo Santana, Leonid Sheremetov, Miguel Contreras
2003	—	`conf`	Development of corporate ontolgies for key account management in the Mexican Petroleum Institute. CE Leonid Sheremetov, Miguel Contreras, Matías Alvarado, Manuel Romero Salcedo
2003	—	`conf`	Towards the Enterprises Information Infrastructure Based on Components and Agents. ICEIS (4) Leonid Sheremetov, Miguel Contreras, Ernesto Germán, Manuel Chi, Matías Alvarado