4 papers
Model Compression Engine for Wearable Devices Skin Cancer Diagnosis
Jacob M. Delgado-López, Andrea P. Seda-Hernandez, Juan D. Guadalupe-Rosado +3
Skin cancer is one of the most prevalent and preventable types of cancer, yet its early detection remains a challenge, particularly in resource-limited settings where access to spe…
Computer Vision for Real-Time Monkeypox Diagnosis on Embedded Systems
Jacob M. Delgado-López, Ricardo A. Morell-Rodriguez, Sebastián O. Espinosa-Del Rosario +1
The rapid diagnosis of infectious diseases, such as monkeypox, is crucial for effective containment and treatment, particularly in resource-constrained environments. This study pre…
Performance Analysis of Post-Training Quantization for CNN-based Conjunctival Pallor Anemia Detection
Sebastian A. Cruz Romero, Wilfredo E. Lugo Beauchamp
Anemia is a widespread global health issue, particularly among young children in low-resource settings. Traditional methods for anemia detection often require expensive equipment a…
Design of an Edge-based Portable EHR System for Anemia Screening in Remote Health Applications
Sebastian A. Cruz Romero, Misael J. Mercado Hernandez, Samir Y. Ali Rivera +2
The design of medical systems for remote, resource-limited environments faces persistent challenges due to poor interoperability, lack of offline support, and dependency on costly…