Miguel E. Hernandez

According to our database, Miguel E. Hernandez authored at least 10 papers between 2015 and 2025.

Collaborative distances:

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

2025

End to End AI System for Surgical Gesture Sequence Recognition and Clinical Outcome Prediction.

Xi Li, Nicholas Matsumoto, Ujjwal Pasupulety, Atharva Sunil Deo, Cherine Yang, Jay Moran, Miguel E. Hernandez, Peter Wager, Jasmine Lin, Jeanine Kim, Alvin C. Goh, Christian Wagner, Geoffrey A. Sonn, Andrew J. Hung

CoRR, November, 2025

AI-driven Automation of End-to-end Assessment of Suturing Expertise.

Atharva Sunil Deo, Nicholas Matsumoto, Sun Kim, Peter Wager, Randy G. Tsai, Aaron Denmark, Cherine Yang, Xi Li, Jay Moran, Miguel E. Hernandez, Andrew J. Hung

CoRR, March, 2025

ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning.

Nicholas Matsumoto, Hyunjun Choi, Jay Moran, Miguel E. Hernandez, Mythreye Venkatesan, Xi Li, Jui-Hsuan Chang, Zhiping Paul Wang, Jason H. Moore

Bioinform., 2025

Drug repurposing for Alzheimer's disease using a graph-of-thoughts based large language model to infer drug-disease relationships in a comprehensive knowledge graph.

Zhiping Paul Wang, Xi Li, Nicholas Matsumoto, Mythreye Venkatesan, Jui-Hsuan Chang, Jay Moran, Hyunjun Choi, Binglan Li, Yufei Meng, Miguel E. Hernandez, Jason H. Moore

BioData Min., 2025

2024

KRAGEN: a knowledge graph-enhanced RAG framework for biomedical problem solving using large language models.

Nicholas Matsumoto, Jay Moran, Hyunjun Choi, Miguel E. Hernandez, Mythreye Venkatesan, Zhiping Paul Wang, Jason H. Moore

Bioinform., 2024

2023

Aliro: an automated machine learning tool leveraging large language models.

Hyunjun Choi, Jay Moran, Nicholas Matsumoto, Miguel E. Hernandez, Jason H. Moore

Bioinform., October, 2023

TPOT2: A New Graph-Based Implementation of the Tree-Based Pipeline Optimization Tool for Automated Machine Learning.

Pedro Henrique Ribeiro, Anil Kumar Saini, Jay Moran, Nicholas Matsumoto, Hyunjun Choi, Miguel E. Hernandez, Jason H. Moore

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

2018

Embedded Real-Time Simulation Platform for Power Distribution Systems.

Miguel E. Hernandez, Gustavo A. Ramos, Min Lwin, Piyapath Siratarnsophon, Surya Santoso

IEEE Access, 2018

2016

Analytical Approach to Estimate Feeder Accommodation Limits Based on Protection Criteria.

Harsha V. Padullaparti, Pisitpol Chirapongsananurak, Miguel E. Hernandez, Surya Santoso

IEEE Access, 2016

2015

A realistic generator of power quality disturbances for practicing in courses of electrical engineering.

Davis Montenegro, Miguel E. Hernandez, Gustavo A. Ramos

Comput. Appl. Eng. Educ., 2015