Luis H. S. Vogado

Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification

Luis H. S. Vogado, Rodrigo Veras, Flávio H. D. Araújo et al. · Engineering Applications of Artificial Intelligence · 2018 · 286 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Convolution Neural Network Models for Acute Leukemia Diagnosis

Maíla Claro, Luis H. S. Vogado, Rodrigo Veras et al. · 2020 · 48 citations · Full text

Bone Marrow Abnormality, Convolutional Neural Network, Engineering +19

Diagnosing Leukemia in Blood Smear Images Using an Ensemble of Classifiers and Pre-Trained Convolutional Neural Networks

Luis H. S. Vogado, Rodrigo Veras, Alan R. Andrade et al. · 2017 · 44 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model

Luis H. S. Vogado, Rodrigo Veras, Kelson Aires et al. · Sensors · 2021 · 42 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Assessing the impact of data augmentation and a combination of CNNs on leukemia classification

Maíla L. Claro, Rodrigo Veras, André M. Santana et al. · Information Sciences · 2022 · 36 citations · Full text

Data Augmentation, Image Classification, Image Analysis +11