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作者:José Raniery Ferreira Junior , Marcelo Costa Oliveira , Paulo Mazzoncini de Azevedo-Marques
来源:[J].The Journal of Supercomputing(IF 0.917), 2017, Vol.73 (8), pp.3451-3467
摘要:Due to the difficulty to diagnose lung cancer, it is important to integrate content-based image retrieval methods with the pulmonary nodule classification process, since they are capable of retrieving similar cases from large image databases that were previously diagnosed. The go...
作者:Marcelo Costa Oliveira , Walfredo Cirne , Paulo M. de Azevedo Marques
来源:[J].Future Generation Computer Systems(IF 1.864), 2006, Vol.23 (3), pp.466-474
摘要:Abstract(#br)Content-based image retrieval (CBIR) has been one the most vivid research areas in the field of computer vision, and substantial progress has been made over the last years. As such, many have argued for the use of CBIR to support medical imaging diagnosis. However, t...
作者:José Raniery Ferreira , Paulo Mazzoncini Azevedo-Marques , Marcelo Costa Oliveira
来源:[J].International Journal of Computer Assisted Radiology and Surgery(IF 1.364), 2017, Vol.12 (3), pp.509-517
摘要:Abstract(#br) Purpose(#br)Lung cancer is the leading cause of cancer-related deaths in the world. Its diagnosis is a challenge task to specialists due to several aspects on the classification of lung nodules. Therefore, it is important to integrate content-based image retrie...
作者:José Raniery Ferreira Junior , Marcelo Costa Oliveira , Paulo Mazzoncini de Azevedo-Marques
来源:[J].Journal of Digital Imaging(IF 1.1), 2016, Vol.29 (6), pp.716-729
摘要:Abstract(#br)Lung cancer is the leading cause of cancer-related deaths in the world, and its main manifestation is pulmonary nodules. Detection and classification of pulmonary nodules are challenging tasks that must be done by qualified specialists, but image interpretation error...
作者:... José Raniery Ferreira Junior , Aydano Pamponet Machado , Marcelo Costa Oliveira
来源:[J].BMC Medical Informatics and Decision Making(IF 1.603), 2016, Vol.16 (2)
摘要:Abstract(#br) Background(#br)Cancer is a disease characterized as an uncontrolled growth of abnormal cells that invades neighboring tissues and destroys them. Lung cancer is the primary cause of cancer-related deaths in the world, and it diagnosis is a complex task for specialist...
作者:Marcelo Costa Oliveira , Paulo Mazzoncini de Azevedo-Marques , Walfredo da Costa Cirne Filho
来源:[J].Radiologia Brasileira, 2007, Vol.40 (4), pp.255-261
摘要:OBJETIVO: Utilizar o poder de processamento da tecnologia de grades computacionais para viabilizar a utilização do algoritmo de medida de similaridade na recuperação de imagens baseada em conteúdo. MATERIAIS E MÉTODOS: A técnica de recuperação de imagens baseada em cont...
作者:... Luan Henrique Santos Simõ , es de Almeida , Marcelo Costa Oliveira
来源:[J].Studies in Health Technology and Informatics, 2015, Vol.216
摘要:The use of digital systems for storing medical images generates a huge volume of data. Digital images are commonly stored and managed on a Picture Archiving and Communication System (PACS), under the DICOM standard. However, PACS is limited because it is strongly dependent on the...
作者:... Raniery Ferreira Junior , Marcelo Costa Oliveira , Paulo Mazzoncini de Azevedo-Marques
来源:[J].Studies in Health Technology and Informatics, 2015, Vol.216
摘要:Due to difficulty of diagnosing lung cancer, it is important to integrate computational tools in the imaging interpretation process. Content-Based Image Retrieval (CBIR) can provide decision support to specialists by allowing them to find nodules from a database that are similar ...

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