Andrés Anaya-Isaza

An overview of deep learning in medical imaging

Andrés Anaya-Isaza, Leonel Mera-Jiménez, Martha Zequera-Diaz · Informatics in Medicine Unlocked · 2021 · 129 citations · Full text

Data Augmentation and Transfer Learning for Brain Tumor Detection in Magnetic Resonance Imaging

Andrés Anaya-Isaza, Leonel Mera-Jiménez · IEEE Access · 2022 · 123 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Optimizing MRI-based brain tumor classification and detection using AI: A comparative analysis of neural networks, transfer learning, data augmentation, and the cross-transformer network

Andrés Anaya-Isaza, Leonel Mera-Jiménez, Lucía Verdugo-Alejo et al. · European Journal of Radiology Open · 2023 · 51 citations · Full text

Neuro-oncology, Data Augmentation, Engineering +14

Fourier transform-based data augmentation in deep learning for diabetic foot thermograph classification

Andrés Anaya-Isaza, Martha Zequera-Diaz · Journal of Applied Biomedicine · 2022 · 43 citations · Full text

World Health Organization, Convolutional Neural Network, Engineering +18

Comparison of Current Deep Convolutional Neural Networks for the Segmentation of Breast Masses in Mammograms

Andrés Anaya-Isaza, Leonel Mera-Jiménez, Johan Manuel Cabrera-Chavarro et al. · IEEE Access · 2021 · 27 citations · Full text