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Gilberto Ochoa‐Ruiz

Tecnologico de Monterrey

14H-index
173Paper Count
805Citation Count
Published Papers 17
Publication Date
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Terrain Classification-Based Dynamic Trajectory Tracking Controller for Mobile Robots
errADVANCES IN SOFT COMPUTING, MICAI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errGovea, Fernanda; Rios, Hector; Ochoa-Ruiz, Gilberto
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errSave
Prompt Assisted Enhancement for Correcting Illumination Artifacts in Endoscopic Images
errADVANCES IN SOFT COMPUTING, MICAI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errEspinosa, Ricardo; Hernandez, Eluney; Cerriteno Magana, Javier; Ochoa, Gilberto; Daul, Christian
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errSave
PolypDINO: Adapting DINOv2 for Domain Generalized Polyp Segmentation
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT III
IF0
err2026-01-01
err0
PREAI
errAli, Mansoor; Toman, Raneem; Ochoa-Ruiz, Gilberto; Ali, Sharib
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errSave
Assessing the Generalization Performance of SAM for Ureteroscopy Scene Understanding
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errVillagrana, Martin; Lopez-Tiro, Francisco; Larose, Clement; Ochoa-Ruiz, Gilberto; Daul, Christian
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errSave
Vision Transformers for Kidney Stone Image Classification: A Comparative Study with CNNs
errADVANCES IN SOFT COMPUTING, MICAI 2025, PT II
IF0
err2026-01-01
err0
PREAI
errReyes-Amezcua, Ivan; Lopez-Tiro, Francisco; Larose, Clement; Mendez-Vazquez, Andres; Ochoa-Ruiz, Gilberto; Daul, Christian
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errSave
Magnetic resonance image enhancement and segmentation using conventional and deep learning denoising techniques for dynamic cerebral angiography
errHealth Information Science and Systems
IF3.4
err2025-12-05
err0
PREAI
errDaniela Herrera; Gilberto Ochoa-Ruiz; Christian Stephan-Otto; Miguel Gonzalez-Mendoza; Josep Munuera; Christian Mata
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errSave
Improving prototypical parts abstraction for case-based reasoning explanations designed for the kidney stone type recognition
errArtificial Intelligence in Medicine
IF6.2
err2025-09-19
err0
PREAI
errDaniel Flores-Araiza; Francisco Lopez-Tiro; Clément Larose; Salvador Hinojosa; Andres Mendez-Vazquez; Miguel Gonzalez-Mendoza; Gilberto Ochoa-Ruiz; Christian Daul
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errSave
On the In Vivo Recognition of Kidney Stones Using Machine Learning (vol 12, pg 10736, 2024)
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errLopez-Tiro, Francisco; Estrade, Vincent; Hubert, Jacques; Flores-Araiza, Daniel; Gonzalez-Mendoza, Miguel; Ochoa-Ruiz, Gilberto; Daul, Christian
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errSave
A metric learning approach for endoscopic kidney stone identification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
errOAAI
errGonzalez-Zapata, Jorge; Lopez-Tiro, Francisco; Villalvazo-Avila, Elias; Flores-Araiza, Daniel; Hubert, Jacques; Ochoa-Ruiz, Gilberto; Daul, Christian; Mendez-Vazquez, Andres
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errSave
On the In Vivo Recognition of Kidney Stones Using Machine Learning
errIEEE ACCESS
IF3.6
err2024-01-01
err6
errOAAI
errLopez-Tiro, Francisco; Estrade, Vincent; Hubert, Jacques; Flores-Araiza, Daniel; Gonzalez-Mendoza, Miguel; Ochoa-Ruiz, Gilberto; Daul, Christian
errShare
errSave
Dynamically Scalable NoC Architecture for Implementing Run-Time Reconfigurable Applications
errMICROMACHINES
IF3
err2023-10-07
err2
errOAAI
errIjaz, Qaiser; Kidane, Hiliwi Leake; Bourennane, El-Bay; Ochoa-Ruiz, Gilberto
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errSave
Experimental large-scale jet flames' geometrical features extraction for risk management using infrared images and deep learning segmentation methods
errJOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES
IF4.2
err2022-12-01
err4
errOAAI
errPerez-Guerrero, Carmina; Palacios, Adriana; Ochoa-Ruiz, Gilberto; Foroughi, Vahid; Pastor, Elsa; Gonzalez-Mendoza, Miguel; Eduardo Falcon-Morales, Luis
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errSave
Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-10-01
err21
errOAAI
errAngeles Ceron, Juan Carlos; Ochoa Ruiz, Gilberto; Chang, Leonardo; Ali, Sharib
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errSave
Evaluation and understanding of automated urinary stone recognition methods
errBJU INTERNATIONAL
IF4.4
err2022-05-23
err20
errOAAI
errEl Beze, Jonathan; Mazeaud, Charles; Daul, Christian; Ochoa-Ruiz, Gilberto; Daudon, Michel; Eschwege, Pascal; Hubert, Jacques
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errSave
Firearm Extreme Risk Protection Order Laws and Preemption: New Developments and Outstanding Issues, 50 States, 2020
errAMERICAN JOURNAL OF PREVENTIVE MEDICINE
IF4.5
err2021-09-01
err4
PREAI
errPomeranz, Jennifer L.; Ochoa, Gilberto
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errSave
A Novel Defocused Image Segmentation Method Based on PCNN and LBP
errIEEE ACCESS
IF3.6
err2021-01-01
err15
errOAAI
errBasar, Sadia; Ali, Mushtaq; Ochoa-Ruiz, Gilberto; Waheed, Abdul; Rodriguez-Hernandez, Gerardo; Zareei, Mahdi
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errSave
A modeling front-end for seamless design and generation of context-aware Dynamically Reconfigurable Systems-on-Chip
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2018-02-01
err4
PREAI
errOchoa-Ruiz, Gilberto; Wattebled, Pamela; Touiza, Maamar; De Lamotte, Florent; Bourennane, El-Bay; Meftali, Samy; Dekeyser, Jean-Luc; Diguet, Jean-Philippe
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Research Directions

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Co-authors
Cooperation Journals
M
Michel Daudon
H-index: 64 · Papers: 676
J
Jacques Hubert
H-index: 34 · Papers: 335
J
Jennifer L. Pomeranz
H-index: 30 · Papers: 184
P
Pascal Eschwège
H-index: 30 · Papers: 252
J
Josep Munuera
H-index: 28 · Papers: 92
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