Leonel Mera-Jiménez

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

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

CrossTransUnet: A New Computationally Inexpensive Tumor Segmentation Model for Brain MRI

Andrés Anaya-Isaza, Leonel Mera-Jiménez, Álvaro Fernández-Quilez · IEEE Access · 2023 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23