John Arévalo

Representation learning for mammography mass lesion classification with convolutional neural networks

John Arévalo, Fabio A. González, Raúl Ramos-Pollán et al. · Computer Methods and Programs in Biomedicine · 2016 · 468 citations

Convolutional Neural Network, Image Analysis, Machine Learning +14

A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection

Ángel Cruz-Roa, John Arévalo, Anant Madabhushi et al. · Lecture notes in computer science · 2013 · 397 citations

Dermoscopic Image, Convolutional Neural Network, Cell Detection +12

Convolutional neural networks for mammography mass lesion classification

John Arévalo, Fabio A. González, Raúl Ramos-Pollán et al. · 2015 · 139 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Three million images and morphological profiles of cells treated with matched chemical and genetic perturbations

Srinivas Niranj Chandrasekaran, Beth A. Cimini, Amy Goodale et al. · Nature Methods · 2024 · 111 citations · Full text

An unsupervised feature learning framework for basal cell carcinoma image analysis

John Arévalo, Ángel Cruz-Roa, Viviana Arias et al. · Artificial Intelligence in Medicine · 2015 · 98 citations

Dermoscopic Image, Image Analysis, Machine Vision +13