| Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks A Cruz-Roa, A Basavanhally, F González, H Gilmore, M Feldman, ... Medical imaging 2014: Digital pathology 9041, 904103, 2014 | 762 | 2014 |
| Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent A Cruz-Roa, H Gilmore, A Basavanhally, M Feldman, S Ganesan, ... Scientific reports 7 (1), 46450, 2017 | 567 | 2017 |
| A deep learning architecture for image representation, visual interpretability and automated basal-cell carcinoma cancer detection AA Cruz-Roa, JE Arevalo Ovalle, A Madabhushi, FA González Osorio Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013 | 534 | 2013 |
| Assessment of algorithms for mitosis detection in breast cancer histopathology images M Veta, PJ Van Diest, SM Willems, H Wang, A Madabhushi, A Cruz-Roa, ... Medical image analysis 20 (1), 237-248, 2015 | 522 | 2015 |
| Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features H Wang, A Cruz-Roa, A Basavanhally, H Gilmore, N Shih, M Feldman, ... Journal of Medical Imaging 1 (3), 034003-034003, 2014 | 429 | 2014 |
| Histopathology image classification using bag of features and kernel functions JC Caicedo, A Cruz, FA Gonzalez Artificial Intelligence in Medicine: 12th Conference on Artificial …, 2009 | 256 | 2009 |
| Visual pattern mining in histology image collections using bag of features A Cruz-Roa, JC Caicedo, FA González Artificial intelligence in medicine 52 (2), 91-106, 2011 | 191 | 2011 |
| High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection A Cruz-Roa, H Gilmore, A Basavanhally, M Feldman, S Ganesan, N Shih, ... PloS one 13 (5), e0196828, 2018 | 152 | 2018 |
| Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection H Wang, A Cruz-Roa, A Basavanhally, H Gilmore, N Shih, M Feldman, ... Medical Imaging 2014: Digital Pathology 9041, 66-75, 2014 | 147 | 2014 |
| An unsupervised feature learning framework for basal cell carcinoma image analysis J Arevalo, A Cruz-Roa, V Arias, E Romero, FA González Artificial intelligence in medicine 64 (2), 131-145, 2015 | 121 | 2015 |
| Automatic detection of mitosis using handcrafted and convolutional neural network features A Madabhushi, H Wang, A Cruz-Roa, F Gonzalez US Patent 9,430,829, 2016 | 89 | 2016 |
| Histopathology image representation for automatic analysis: A state-of-the-art review J Arévalo, A Cruz-Roa, F González Revista Med 22 (2), 79-91, 2014 | 64 | 2014 |
| Automatic annotation of histopathological images using a latent topic model based on non-negative matrix factorization A Cruz-Roa, G Díaz, E Romero, FA González Journal of pathology informatics 2 (2), 4, 2012 | 48 | 2012 |
| A method for medulloblastoma tumor differentiation based on convolutional neural networks and transfer learning A Cruz-Roa, J Arévalo, A Judkins, A Madabhushi, F González 11th International Symposium on Medical Information Processing and Analysis …, 2015 | 44 | 2015 |
| Bag of Features for Automatic Classification of Alzheimer’s Disease in Magnetic Resonance Images A Rueda, J Arevalo, A Cruz, E Romero, F González Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2012 | 40 | 2012 |
| Combining unsupervised feature learning and riesz wavelets for histopathology image representation: application to identifying anaplastic medulloblastoma S Otálora, A Cruz-Roa, J Arevalo, M Atzori, A Madabhushi, AR Judkins, ... Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015 | 37 | 2015 |
| A visual latent semantic approach for automatic analysis and interpretation of anaplastic medulloblastoma virtual slides A Cruz-Roa, F González, J Galaro, AR Judkins, D Ellison, J Baccon, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012 | 31 | 2012 |
| A comparative evaluation of supervised and unsupervised representation learning approaches for anaplastic medulloblastoma differentiation A Cruz-Roa, J Arévalo, A Basavanhally, A Madabhushi, F González 10th International Symposium on Medical Information Processing and Analysis …, 2015 | 27 | 2015 |
| Hybrid image representation learning model with invariant features for basal cell carcinoma detection J Arevalo, A Cruz-Roa, FA González IX international seminar on medical information processing and analysis 8922 …, 2013 | 22 | 2013 |
| Clasificación y mapeo automático de coberturas del suelo en imágenes satelitales utilizando Redes Neuronales Convolucionales AS Suárez, AF Jiménez, M Castro-Franco, A Cruz-Roa Orinoquia 21, 64-75, 2017 | 18 | 2017 |
Fabio GonzalezFull Professor, Comp. Systems and Industrial Eng. Dept, National University of ColombiaVerified email at unal.edu.co
