Gilberto Ochoa-Ruiz

Affiliation:

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Interpretability & Mechanistic Interp (1)Computer Vision (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Sharib Ali (2)Alexis Ivan Escamilla-Lopez (1)Salvador Hinojosa (1)Noha Ghatwary (1)

Papers (2)

Aug 24, 2026

Alexis Ivan Escamilla-Lopez +34d ago·also Affiliation:

LUX: A Lesion-Aware Graph-Conditioned Visual - Language Architecture for Explainable Endoscopic Captioning

LUX achieves unprecedented alignment between generated captions and localized pathological evidence, drastically reducing clinical hallucinations in endoscopic analysis.

Alexis Ivan Escamilla-Lopez, Gilberto Ochoa-Ruiz, Salvador Hinojosa +1

Interpretability & Mechanistic Interp Multimodal Models

Mar 15, 2026

Computer Engineering DepartmentMar 15, 2026·also Affiliation:, Alexandria University, Assiut university, College of Medicine +2

A comprehensive multimodal dataset and benchmark for ulcerative colitis scoring in endoscopy

Finally, a comprehensive, multi-center dataset with dual scoring metrics and expert-generated captions is available to advance clinically meaningful multimodal algorithms for ulcerative colitis scoring in endoscopy.

Noha Ghatwary, Jiangbei Yue, Ahmed Elgendy +8

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

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Gilberto Ochoa-Ruiz

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)