Gilberto Ochoa Ruiz

Most-cited papers

1. Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion

   Juan Carlos Angeles Ceron, Gilberto Ochoa Ruiz, Leonardo Chang, Sharib Ali

   2021Medical Image Anal.59 citations Open access

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2. Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures

   Juan Carlos Ángeles Cerón, Leonardo Chang, Gilberto Ochoa Ruiz, Sharib Ali

   2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society22 citations Open access

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3. A comprehensive survey on recent deep learning-based methods applied to surgical data

   Mansoor Ali, Rafael Martinez Garcia Peña, Gilberto Ochoa Ruiz, Sharib Ali

   2022arXiv.org7 citations Open access

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4. Automatic Detection and Classification of Hearing Loss Conditions Using an Artificial Neural Network Approach

   E. Cárdenas, J. P. De la Rosa Gutierrez, L. Aguilar-Lobo, Gilberto Ochoa Ruiz

   2019Mexican Conference on Pattern Recognition7 citations

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5. Evaluating Medical Translation Quality Using Neural Machine Translation Models: A CUI-Based Approach via Concept Embeddings from UMLS Data

   Nezih Nieto, Jesús Dassaef López-Barrios, Benjamín Telles-Ramírez, Juan Vladimir Padilla-López +4 more

   2025ICON1 citations

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6. A Study of the Frameworks for Digital Humans: Analyzing Facial Tracking evolution and New Research Directions with AI

   Carlos Vilchis, M. González-Mendoza, Leonardo Chang, S. Navarro-Tuch +2 more

   2022VISIGRAPP0 citations Open access

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7. Plenary talks [6 abstracts]

   Luis Alberto Pineda Cortes, Jose Martinez Carranza, Gilberto Ochoa Ruiz, S. Milekic +5 more

   2017International Conference on Electronics, Communications, and Computers0 citations

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