Abel G. Silva-Filho

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

Olivier Commowick, Audrey Istace, Michaël Kain et al. · Scientific Reports · 2018 · 272 citations · Full text

Image Analysis, Engineering, Data Science +15

Detection and classification of masses in mammographic images in a multi-kernel approach

Sidney Marlon Lopes de Lima, Abel G. Silva-Filho, Wellington Pinheiro dos Santos · Computer Methods and Programs in Biomedicine · 2016 · 111 citations · Full text

Image Analysis, Engineering, Medical Imaging +14

A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images

Filipe R. Cordeiro, Wellington Pinheiro dos Santos, Abel G. Silva-Filho · Expert Systems with Applications · 2016 · 63 citations · Full text

Image Analysis, Engineering, Edge Detection +8

A methodology for classification of lesions in mammographies using Zernike Moments, ELM and SVM Neural Networks in a multi-kernel approach

Sidney Marlon Lopes de Lima, Abel G. Silva-Filho, Wellington Pinheiro dos Santos · 2014 · 43 citations

World Health Organization, Engineering, Machine Learning +23

Fuzzy Morphological Extreme Learning Machines to detect and classify masses in mammograms

Washington W. Azevedo, Sidney Marlon Lopes de Lima, Isabella M. M. Fernandes et al. · 2015 · 39 citations

World Health Organization, Engineering, Machine Learning +20