Ángel Cruz-Roa
University of the Llanos(CO)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Digital Imaging for Blood Diseases, Image Retrieval and Classification Techniques, Cell Image Analysis Techniques
Most-Cited Works
- → Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks(2014)587 cited
- → Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent(2017)527 cited
- → Assessment of algorithms for mitosis detection in breast cancer histopathology images(2014)464 cited
- → A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection(2013)397 cited
- → Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features(2014)348 cited
- → High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection(2018)146 cited
- → Visual pattern mining in histology image collections using bag of features(2011)132 cited
- → Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection(2014)102 cited
- → An unsupervised feature learning framework for basal cell carcinoma image analysis(2015)98 cited
- → Automatic annotation of histopathological images using a latent topic model based on non-negative matrix factorization(2012)38 cited