Publications by authors named "Angel Cruz-Roa"

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Interpretable weakly-supervised learning through kernel density matrices: A digital pathology use case.
Sebastian Medina, Eduardo Romero, Angel Cruz-Roa, Fabio A González

PLoS One· November 2025

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Digital Pathology-Based Morphometric Analysis of Saccharomyces cerevisiae Effects on Splenic Cell Populations in Broiler Chickens.
Elena S Santana-Trujillo, Jennifer D Salazar-Rincón, Bryan S Sánchez-Beltrán, Gustavo González-Paya, Angel Cruz-Roa

Probiotics Antimicrob Proteins· September 2025

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Traffic noise affects foraging behavior and echolocation in the Lesser Bulldog Bat, Noctilio albiventris (Chiroptera: Noctilionidae).
Angélica V Yantén, Angel Cruz-Roa, Francisco A Sánchez

Behav Processes· November 2022

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High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection.
Angel Cruz-Roa, Hannah Gilmore, Ajay Basavanhally, Michael Feldman, Shridar Ganesan

PLoS One· July 2018

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Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent.
Angel Cruz-Roa, Hannah Gilmore, Ajay Basavanhally, Michael Feldman, Shridar Ganesan

Sci Rep· April 2017

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An unsupervised feature learning framework for basal cell carcinoma image analysis.
John Arevalo, Angel Cruz-Roa, Viviana Arias, Eduardo Romero, Fabio A González

Artif Intell Med· June 2015

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Assessment of algorithms for mitosis detection in breast cancer histopathology images.
Mitko Veta, Paul J van Diest, Stefan M Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa

Med Image Anal· February 2015

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Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features.
Haibo Wang, Angel Cruz-Roa, Ajay Basavanhally, Hannah Gilmore, Natalie Shih

J Med Imaging (Bellingham)· October 2014

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A deep learning architecture for image representation, visual interpretability and automated basal-cell carcinoma cancer detection.
Angel Alfonso Cruz-Roa, John Edison Arevalo Ovalle, Anant Madabhushi, Fabio Augusto González Osorio

Med Image Comput Comput Assist Interv· April 2014

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A visual latent semantic approach for automatic analysis and interpretation of anaplastic medulloblastoma virtual slides.
Angel Cruz-Roa, Fabio González, Joseph Galaro, Alexander R Judkins, David Ellison

Med Image Comput Comput Assist Interv· January 2013

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Automatic annotation of histopathological images using a latent topic model based on non-negative matrix factorization.
Angel Cruz-Roa, Gloria Díaz, Eduardo Romero, Fabio A González

J Pathol Inform· October 2012

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Visual pattern mining in histology image collections using bag of features.
Angel Cruz-Roa, Juan C Caicedo, Fabio A González

Artif Intell Med· June 2011

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