A soft computing automatic based in deep learning with use of fine-tuning for pulmonary segmentation in computed tomography images
Yongzhao Xu, Luís Fabrício F. Souza, Iágson Carlos Lima Silva, Adriell Gomes Marques, Francisco H. S. Silva, Virgínia Xavier Nunes, Tao Han, Chuanyu Jia, Victor Hugo C. de Albuquerque, Pedro P. Rebouças Filho
Topics & Concepts
Artificial intelligenceSegmentationComputer scienceConvolutional neural networkData setGeneralizationPattern recognition (psychology)DiceSensitivity (control systems)Image segmentationCluster analysisCADDeep learningSet (abstract data type)Medical imagingComputer visionComputer-aided diagnosisComputed tomographyArtificial neural networkRadiologyMedicineMathematicsGeometryElectronic engineeringEngineeringMathematical analysisProgramming languageEngineering drawingLung Cancer Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingCOVID-19 diagnosis using AI