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Fabio A. González | Researchclopedia

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Fabio A. González

Universidad Autónoma de Bucaramanga ORCID

382

Works

9,455

Citations

45

h-index

122

i10-index

Research Topics

Image Retrieval and Classification Techniques AI in cancer detection Advanced Image and Video Retrieval Techniques

Affiliations

City College of New York1985–1985

Hospital Británico2024–2024

Universidade Federal do Rio Grande do Sul2016–2016

Institut national de recherche en informatique et en automatique2022–2022

University of California, Los Angeles2015–2015

Top Works

Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks

Ángel Cruz-Roa,Ajay Basavanhally,et al.

2014587 citations

Retinal Imaging and Analysis

Artificial Immune Systems Applications

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

Ángel Cruz-Roa,Hannah Gilmore,et al.

2017528 citations

Representation learning for mammography mass lesion classification with convolutional neural networks

John Arévalo,Fabio A. González,et al.

2016472 citations

Assessment of algorithms for mitosis detection in breast cancer histopathology images

Mitko Veta,P. J. van Diest,et al.

2014465 citations

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

Ángel Cruz-Roa,John Arévalo,et al.

2013397 citations

An immunity-based technique to characterize intrusions in computer networks

Dipankar Dasgupta,Fabio A. González

2002359 citations

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

Haibo Wang,Ángel Cruz-Roa,et al.

2014349 citations

Anomaly Detection Using Real-Valued Negative Selection

Fabio A. González,Dipankar Dasgupta

2003316 citations

Artificial immune system (AIS) research in the last five years

Dipankar Dasgupta,Ji Zhou,et al.

2003237 citations