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Margarita Gamarra

System Engineering · Universidad del Norte

https://researchid.co/mrgamarra22
@None
43Scopus Publications
1326Google Scholar Citations
18Google Scholar h-index
27Google Scholar i10-index

Research Interests

image processing; machine learning; deep learning

Recent Scopus Publications

  1. Performance Evaluation of Pretrained Convolutional Neural Networks for Diabetic Macular Edema Diagnosis in Retinal Fundus Imaging
    Lecture Notes in Computer Science, 2026
  2. Deep Learning for Glaucoma Classification and Grading: A Comprehensive Review on Fundus Imaging Approaches
    IEEE Access, 2025
  3. Early Detection of Acute Myocardial Infarction (AMI) Risk Using Optimized Machine Learning Models
    Lecture Notes in Computer Science, 2025
  4. Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network
    Computers in Biology and Medicine, 2024
  5. Enhanced Dwarf Mongoose optimization algorithm with deep learning-based attack detection for drones
    Alexandria Engineering Journal, 2024

Research Outputs

Software development: FaceFinder, IQControl, INTELLIGENT RETINAL IMAGE SEGMENTATION- IRIS, ASSISTANT FOR LABORATORY INVESTIGATIONS IN CELL IMAGE ANALYSIS- ALICIA.

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