Search Results - "Cruz-Roa, Angel"

Interpretable weakly-supervised learning through kernel density matrices: A digital pathology use case.

Authors: Medina, Sebastian Romero, Eduardo Cruz-Roa, Angel et al.

Source: PLoS ONE. 11/5/2025, Vol. 20 Issue 11, p1-20. 20p.

High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection.

Authors: Cruz-Roa, Angel Gilmore, Hannah Basavanhally, Ajay et al.

Source: PLoS ONE. 5/24/2018, Vol. 13 Issue 5, p1-23. 23p.

Data distillation in computational pathology by choosing few representants of the original variance: A use case in ovarian cancer.

Authors: Salguero, Jennifer Prasanna, Prateek Corredor, German et al.

Source: Expert Systems with Applications; Jul2024, Vol. 245, pN.PAG-N.PAG, 1p

Improving the BoVW via discriminative visual n-grams and MKL strategies.

Authors: López-Monroy, A. Pastor Montes-y-Gómez, Manuel Escalante, Hugo Jair et al.

Source: Neurocomputing; Jan2016 Part A, Vol. 175, p768-781, 14p

An unsupervised feature learning framework for basal cell carcinoma image analysis.

Authors: Arevalo, John Cruz-Roa, Angel Arias, Viviana et al.

Source: Artificial Intelligence in Medicine; Jun2015, Vol. 64 Issue 2, p131-145, 15p

Visual pattern mining in histology image collections using bag of features

Authors: Cruz-Roa, Angel Caicedo, Juan C. González, Fabio A.

Source: Artificial Intelligence in Medicine; Jun2011, Vol. 52 Issue 2, p91-106, 16p

Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent.

Authors: Cruz-Roa, Angel Gilmore, Hannah Basavanhally, Ajay et al.

Source: Scientific Reports. 4/21/2017, p46450. 1p.

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Assessment of algorithms for mitosis detection in breast cancer histopathology images.

Authors: Veta, Mitko van Diest, Paul J. Willems, Stefan M. et al.

Source: Medical Image Analysis. Feb2015, Vol. 20 Issue 1, p237-248. 12p.

Digital Pathology-Based Morphometric Analysis of Saccharomyces cerevisiae Effects on Splenic Cell Populations in Broiler Chickens.

Authors: Santana-Trujillo ES Salazar-Rincón JD Sánchez-Beltrán BS et al.

Source: Probiotics and antimicrobial proteins [Probiotics Antimicrob Proteins] 2026 Apr; Vol. 18 (3), pp. 4467-4485. Date of Electronic Publication: 2025 Sep 27.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101484100 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-1314 (Electronic) Linking ISSN: 18671306 NLM ISO Abbreviation: Probiotics Antimicrob Proteins Subsets: MEDLINE

Towards deep-learning based detection and quantification of intestinal metaplasia on digitized gastric biopsies: a multi-expert comparative study.

Authors: Cano F Caviedes M Siabatto A et al.

Source: Scientific reports [Sci Rep] 2026 Feb 26; Vol. 16 (1). Date of Electronic Publication: 2026 Feb 26.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features.

Authors: Wang H Cruz-Roa A Basavanhally A et al.

Source: Journal of medical imaging (Bellingham, Wash.) [J Med Imaging (Bellingham)] 2014 Oct; Vol. 1 (3), pp. 034003. Date of Electronic Publication: 2014 Oct 10.

Publication Type: Journal Article

Journal Info: Publisher: Society of Photo-Optical Instrumentation Engineers Country of Publication: United States NLM ID: 101643461 Publication Model: Print-Electronic Cited Medium: Print ISSN: 2329-4302 (Print) Linking ISSN: 23294302 NLM ISO Abbreviation: J Med Imaging (Bellingham) Subsets: PubMed not MEDLINE

A deep learning architecture for image representation, visual interpretability and automated basal-cell carcinoma cancer detection.

Authors: Cruz-Roa AA Arevalo Ovalle JE Madabhushi A et al.

Source: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention [Med Image Comput Comput Assist Interv] 2013; Vol. 16 (Pt 2), pp. 403-10.

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101249582 Publication Model: Print Cited Medium: Print NLM ISO Abbreviation: Med Image Comput Comput Assist Interv Subsets: MEDLINE

A visual latent semantic approach for automatic analysis and interpretation of anaplastic medulloblastoma virtual slides.

Authors: Cruz-Roa A González F Galaro J et al.

Source: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention [Med Image Comput Comput Assist Interv] 2012; Vol. 15 (Pt 1), pp. 157-64.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101249582 Publication Model: Print Cited Medium: Print NLM ISO Abbreviation: Med Image Comput Comput Assist Interv Subsets: MEDLINE

Automatic annotation of histopathological images using a latent topic model based on non-negative matrix factorization.

Authors: Cruz-Roa A Díaz G Romero E et al.

Source: Journal of pathology informatics [J Pathol Inform] 2011; Vol. 2, pp. S4. Date of Electronic Publication: 2012 Jan 19.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 101528849 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2153-3539 (Electronic) NLM ISO Abbreviation: J Pathol Inform Subsets: PubMed not MEDLINE