Fully Convolutional Architectures for Multiclass Segmentation in Chest Radiographs - Novikov, Alexey A.; Lenis, Dimitrios; Major, David; Hladuvka, Jiri; Wimmer, Maria; Buhler, Katja (IEEE transactions on medical imaging, 2018)
Keywords: Algorithms; Architecture; Artificial neural networks; Biomedical imaging; Chest; chest radiographs; Clavicle - diagnostic imaging; clavicle segmentation; Databases, Factual; Feature extraction; fully convolutional network; Heart; Heart - diagnostic imaging; heart segmentation; Humans; Image classification; Image processing; Image segmentation; imbalanced data; JSRT dataset; Lung; Lung - diagnostic imaging; Lung segmentation; Lungs; Masks; Medical imaging; multi-class segmentation; Neural networks; Neural Networks (Computer); Object recognition; Organs; Radiographic Image Enhancement - methods; Radiographs; Radiography; Radiography, Thoracic - methods; Regularization; Shape; Task analysis