Towards the Enterprises Information Infrastructure Based on Components and Agents. - Leonid Sheremetov; Miguel Contreras; Ernesto Germán; Manuel Chi; Matías Alvarado 001 (ICEIS (4), 2003)

Development of corporate ontolgies for key account management in the Mexican Petroleum Institute. - Leonid Sheremetov; Miguel Contreras; Matías Alvarado 001; Manuel Romero Salcedo (CE, 2003)

Agent Platform Security Architecture. - Gustavo Santana; Leonid Sheremetov; Miguel Contreras (MMM-ACNS, 2003)

Implementation of an Ontology Sharing Mechanism for Multiagent Systems Based on Web Services. - Leonid Sheremetov; Miguel Contreras; Alexander V. Smirnov 001 (AWIC, 2004)

Intelligent multi-agent support for the contingency management system. - Leonid Sheremetov; Miguel Contreras; Cesar Valencia (Expert Syst. Appl., 2004)

Design and implementation of a FIPA compliant agent platform in .NET. - Miguel Contreras; Ernesto Germán; Manuel Chi; Leonid Sheremetov (J. Object Technol., 2004)

Industrial Application Integration Using Agent-Enabled Sematic SOA: Capnet Case Study. - Leonid Sheremetov; Miguel Contreras (BASYS, 2006)

Ontology-driven intelligent service for configuration support in networked organizations. - Alexander V. Smirnov 001; Nikolay Shilov 001; Tatiana Levashova; Leonid Sheremetov; Miguel Contreras (Knowl. Inf. Syst., 2007)

Intelligent Camera for Object Identification and Tracking. - Donald G. Bailey; Gourab Sen Gupta; Miguel Contreras (RiTA, 2012)

FPGA Implementation of Global Vision for Robot Soccer as a Smart Camera. - Miguel Contreras; Donald G. Bailey; Gourab Sen Gupta (RiTA, 2013)

Robot Identification using Shape Features on an FPGA-Based Smart Camera. - Miguel Contreras; Donald G. Bailey; Gourab Sen Gupta (IVCNZ, 2014)

Techniques for Designing an FPGA-Based Intelligent Camera for Robots. - Miguel Contreras; Donald G. Bailey; Gourab Sen Gupta (RiTA, 2014)

Towards automatic colour segmentation for robot soccer. - Donald G. Bailey; Miguel Contreras; Gourab Sen Gupta (ICARA, 2015)

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 (BHI, 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)

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)

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 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)

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)

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)

MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes. - 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 (CoRR, 2024)

MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model. - 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 (CoRR, 2025)

Quantifying Circadian Desynchrony in ICU Patients and Its Association with Delirium. - Yuanfang Ren; Andrea Davidson; Jiaqing Zhang; Miguel Contreras; Ayush Patela; Michelle Gumz; Tezcan Ozrazgat-Baslanti; Parisa Rashidi; Azra Bihorac (CoRR, 2025)

MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care. - Jiaqing Zhang; Miguel Contreras; Jessica Sena; Andrea Davidson; Yuanfang Ren; Ziyuan Guan; Tezcan Ozrazgat-Baslanti; Tyler J. Loftus; Subhash Nerella; Azra Bihorac; Parisa Rashidi (CoRR, 2025)