activity
20232025
most citedEdge AI-Based Vein Detector for Efficient Venipuncture in the Antecubital Fossa

8 citations · 8 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2025

Predicting Surgical Safety Margins in Osteosarcoma Knee Resections: An Unsupervised Approach

Carolina Vargas-Ecos, Edwin Salcedo

According to the Pan American Health Organization, the number of cancer cases in Latin America was estimated at 4.2 million in 2022 and is projected to rise to 6.7 million by 2045.…

cs.AI2025

ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire Monitoring

Kenneth Bonilla-Ormachea, Horacio Cuizaga, Edwin Salcedo +3

Early detection of forest fires is crucial to minimizing the environmental and socioeconomic damage they cause. Indeed, a fire's duration directly correlates with the difficulty an…

cs.LG2024

Graph Learning-based Regional Heavy Rainfall Prediction Using Low-Cost Rain Gauges

Edwin Salcedo

Accurate and timely prediction of heavy rainfall events is crucial for effective flood risk management and disaster preparedness. By monitoring, analysing, and evaluating rainfall…

cs.CV2024

Distributed Intelligent Video Surveillance for Early Armed Robbery Detection based on Deep Learning

Sergio Fernandez-Testa, Edwin Salcedo

Low employment rates in Latin America have contributed to a substantial rise in crime, prompting the emergence of new criminal tactics. For instance, "express robbery" has become a…

eess.IV2023★ 8 cited

Edge AI-Based Vein Detector for Efficient Venipuncture in the Antecubital Fossa

Edwin Salcedo, Patricia Peñaloza

Assessing the condition and visibility of veins is a crucial step before obtaining intravenous access in the antecubital fossa, which is a common procedure to draw blood or adminis…