Scholar
Gilberto Ochoa-Ruiz
Google Scholar ID: DDtiliwAAAAJ
Tec de Monterrey, CV-inside lab, Advanced AI Research Group
Endoscopic Imaging
Computer Vision
Medical Image Computing
Image-guided Surgery
XAI
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Homepage
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Citations & Impact
All-time
Citations
986
H-index
19
i10-index
29
Publications
20
Co-authors
37
list available
Contact
GitHub
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Publications
4 items
FedAgain: A Trust-Based and Robust Federated Learning Strategy for an Automated Kidney Stone Identification in Ureteroscopy
2026
Cited
0
A comprehensive multimodal dataset and benchmark for ulcerative colitis scoring in endoscopy
2026
Cited
0
RobustSurg: Tackling domain generalisation for out-of-distribution surgical scene segmentation
2025
Cited
0
Vision Transformers for Kidney Stone Image Classification: A Comparative Study with CNNs
2025
Cited
0
Resume (English only)
Academic Achievements
Member of the Sistema Nacional de Investigadores (SNI, Rank I)
Member of CONACYT’s RedICA (Network on Applied Computational Intelligence)
Member of Mexican Societies of AI (SMIA) and Computer Science (AMEXCOMP)
Member of the Latinx in AI (LXAI) Coalition
Reviewer for top AI conferences (ICLR, ICML, CVPR, IJCNN) and biomedical venues (MICCAI, ISBI, CBMS)
Co-initiator and leader of the LXAI Supercomputing Initiative with NVIDIA and Latinx in AI to improve hardware access for Latin American researchers
Academic partner of the Erasmus Mundus Master in Computational Colour and Spectral Imaging
Co-authors
37 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Sharib Ali
University of Leeds, School of Computer Science
Co-author 6
Co-author 7
Co-author 8
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