publicações selecionadas Esophagus segmentation from planning CT images using an atlas-based deep learning approach Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks Segmentação Automática da Próstata em Imagens de Ressonância Magnética utilizando Redes Neurais Convolucionais, Mapa Probabilístico e Treinamento Adversário Spinal cord segmentation as OAR in planning CT for radiotherapy using histogram matching, template matching, and U-Net.