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List of works by Sérgio Pereira

Adaptive Feature Recombination and Recalibration for Semantic Segmentation: Application to Brain Tumor Segmentation in MRI

Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality Assessment

scholarly article by Sérgio Pereira et al published 2018 in Lecture Notes in Computer Science

Automatic brain tissue segmentation in MR images using Random Forests and Conditional Random Fields

scientific article published on 18 June 2016

Crime Prediction Using Regression and Resources Optimization

article published in 2015

Deep Convolutional Neural Networks for the Segmentation of Gliomas in Multi-sequence MRI

scholarly article by Sérgio Pereira et al published 2016 in Lecture Notes in Computer Science

Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome Prediction

Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation

scientific article published on 20 December 2017

Hierarchical brain tumour segmentation using extremely randomized trees

scholarly article by Adriano Pinto et al published October 2018 in Pattern Recognition

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans

scientific article

Multi-surface segmentation of OCT images with AMD using sparse high order potentials

scientific article published on 16 December 2016

On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities

scientific article published on 27 May 2020

Optical Filter for Providing the Required Illumination to Enable Narrow Band Imaging

Retinal vessel segmentation based on Fully Convolutional Neural Networks

scholarly article by Américo Oliveira et al published December 2018 in Expert Systems with Applications

Sparse high order potentials for extending multi-surface segmentation of OCT images with drusen

scientific article published in August 2015

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

scientific article

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