Miguel Contreras

According to our database, Miguel Contreras authored at least 20 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR.

Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, 2024

A multi-cohort study on prediction of acute brain dysfunction states using selective state space models.

Brandon Silva, Miguel Contreras, Sabyasachi Bandyopadhyay, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Kia Khezeli, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Azra Bihorac, Parisa Rashidi

CoRR, 2024

Transformers and large language models in healthcare: A review.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

Artif. Intell. Medicine, 2024

2023

APRICOT: Acuity Prediction in Intensive Care Unit (ICU): Predicting Stability, Transitions, and Life-Sustaining Therapies.

Miguel Contreras, Brandon Silva, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Sabyasachi Bandyopadhyay, Kia Khezeli, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Transformers in Healthcare: A Survey.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

CoRR, 2023

Transformer Models for Acute Brain Dysfunction Prediction.

Brandon Silva, Miguel Contreras, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Kia Khezeli, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records.

Miguel Contreras, Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Kia Khezeli, Azra Bihorac, Parisa Rashidi

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2015

Towards automatic colour segmentation for robot soccer.

Donald G. Bailey, Miguel Contreras, Gourab Sen Gupta

Proceedings of the 6th International Conference on Automation, Robotics and Applications, 2015

2014

Techniques for Designing an FPGA-Based Intelligent Camera for Robots.

Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta

Proceedings of the Robot Intelligence Technology and Applications 3, 2014

Robot Identification using Shape Features on an FPGA-Based Smart Camera.

Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta

Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, 2014

2013

FPGA Implementation of Global Vision for Robot Soccer as a Smart Camera.

Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta

Proceedings of the Robot Intelligence Technology and Applications 2, 2013

2012

Intelligent Camera for Object Identification and Tracking.

Donald G. Bailey, Gourab Sen Gupta, Miguel Contreras

Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

2007

Ontology-driven intelligent service for configuration support in networked organizations.

Alexander V. Smirnov, Nikolay Shilov, Tatiana Levashova, Leonid Sheremetov, Miguel Contreras

Knowl. Inf. Syst., 2007

2006

Industrial Application Integration Using Agent-Enabled Sematic SOA: Capnet Case Study.

Leonid Sheremetov, Miguel Contreras

Proceedings of the Information Technology For Balanced Manufacturing Systems, 2006

2004

Design and implementation of a FIPA compliant agent platform in .NET.

Miguel Contreras, Ernesto Germán, Manuel Chi, Leonid Sheremetov

J. Object Technol., 2004

Intelligent multi-agent support for the contingency management system.

Leonid Sheremetov, Miguel Contreras, Cesar Valencia

Expert Syst. Appl., 2004

Implementation of an Ontology Sharing Mechanism for Multiagent Systems Based on Web Services.

Leonid Sheremetov, Miguel Contreras, Alexander V. Smirnov

Proceedings of the Advances in Web Intelligence, 2004

2003

Agent Platform Security Architecture.

Gustavo Santana, Leonid Sheremetov, Miguel Contreras

Proceedings of the Computer Network Security, 2003

Development of corporate ontolgies for key account management in the Mexican Petroleum Institute.

Leonid Sheremetov, Miguel Contreras, Matías Alvarado, Manuel Romero Salcedo

Proceedings of the Enhanced Interoperable Systems. Proceedings of the 10th ISPE International Conference on Concurrent Engineering (ISPE CE 2003), 2003

Towards the Enterprises Information Infrastructure Based on Components and Agents.

Leonid Sheremetov, Miguel Contreras, Ernesto Germán, Manuel Chi, Matías Alvarado

Proceedings of the ICEIS 2003, 2003