Miguel Contreras

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 6

Top Topics

Top Venues

Artif. Intell. Medicine

Publications

Brandon Silva, Miguel Contreras, Sabyasachi Bandyopadhyay, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Kia Khezeli, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Azra Bihorac, Parisa Rashidi
A multi-cohort study on prediction of acute brain dysfunction states using selective state space models. CoRR (2024)
Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
Transformers and large language models in healthcare: A review. Artif. Intell. Medicine 154 (2024)
Brandon Silva, Miguel Contreras, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Kia Khezeli, Azra Bihorac, Parisa Rashidi
Transformer Models for Acute Brain Dysfunction Prediction. CoRR (2023)
Miguel Contreras, Brandon Silva, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Sabyasachi Bandyopadhyay, Kia Khezeli, Azra Bihorac, Parisa Rashidi
APRICOT: Acuity Prediction in Intensive Care Unit (ICU): Predicting Stability, Transitions, and Life-Sustaining Therapies. CoRR (2023)
Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
Transformers in Healthcare: A Survey. CoRR (2023)
Miguel Contreras, Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Kia Khezeli, Azra Bihorac, Parisa Rashidi
Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records. BHI (2023)
Donald G. Bailey, Miguel Contreras, Gourab Sen Gupta
Towards automatic colour segmentation for robot soccer. ICARA (2015)
Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta
Robot Identification using Shape Features on an FPGA-Based Smart Camera. IVCNZ (2014)
Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta
Techniques for Designing an FPGA-Based Intelligent Camera for Robots. RiTA (2014)
Miguel Contreras, Donald G. Bailey, Gourab Sen Gupta
FPGA Implementation of Global Vision for Robot Soccer as a Smart Camera. RiTA (2013)
Donald G. Bailey, Gourab Sen Gupta, Miguel Contreras
Intelligent Camera for Object Identification and Tracking. RiTA (2012)
Alexander V. Smirnov, Nikolay Shilov, Tatiana Levashova, Leonid Sheremetov, Miguel Contreras
Ontology-driven intelligent service for configuration support in networked organizations. Knowl. Inf. Syst. 12 (2) (2007)
Leonid Sheremetov, Miguel Contreras
Industrial Application Integration Using Agent-Enabled Sematic SOA: Capnet Case Study. BASYS (2006)
Leonid Sheremetov, Miguel Contreras, Cesar Valencia
Intelligent multi-agent support for the contingency management system. Expert Syst. Appl. 26 (1) (2004)
Miguel Contreras, Ernesto Germán, Manuel Chi, Leonid Sheremetov
Design and implementation of a FIPA compliant agent platform in .NET. J. Object Technol. 3 (9) (2004)
Leonid Sheremetov, Miguel Contreras, Alexander V. Smirnov
Implementation of an Ontology Sharing Mechanism for Multiagent Systems Based on Web Services. AWIC (2004)
Leonid Sheremetov, Miguel Contreras, Matías Alvarado, Manuel Romero Salcedo
Development of corporate ontolgies for key account management in the Mexican Petroleum Institute. ISPE CE (2003)
Gustavo Santana, Leonid Sheremetov, Miguel Contreras
Agent Platform Security Architecture. MMM-ACNS (2003)
Leonid Sheremetov, Miguel Contreras, Ernesto Germán, Manuel Chi, Matías Alvarado
Towards the Enterprises Information Infrastructure Based on Components and Agents. ICEIS (4) (2003)