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Classification of pulmonary sounds through deep learning for the diagnosis of interstitial lung diseases secondary to connective tissue diseases.

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第一作者： Behnood,Dianat

第一单位： University of Modena and Reggio Emilia, Department of Sciences and Methods for Engineering, Via G. Amendola 2, 42122 Reggio Emilia, Italy; University of Modena and Reggio Emilia, Artificial Intelligence Research and Innovation Center (AIRI), Via Pietro Vivarelli 10, 41125 Modena, Italy.

作者： Behnood,Dianat ^[1] ; Paolo,La Torraca ^[2] ; Andreina,Manfredi ^[3] ; Giulia,Cassone ^[3] ; Caterina,Vacchi ^[3] ; Marco,Sebastiani ^[3] ; Fabrizio,Pancaldi ^[4]

作者单位： University of Modena and Reggio Emilia, Department of Sciences and Methods for Engineering, Via G. Amendola 2, 42122 Reggio Emilia, Italy; University of Modena and Reggio Emilia, Artificial Intelligence Research and Innovation Center (AIRI), Via Pietro Vivarelli 10, 41125 Modena, Italy. ^[1] University of Modena and Reggio Emilia, Department of Sciences and Methods for Engineering, Via G. Amendola 2, 42122 Reggio Emilia, Italy. ^[2] University of Modena and Reggio Emilia, Department of Surgery, Medicine, Dentistry and Morphological Sciences with Transplant Surgery, Oncology and Regenerative Medicine Relevance, via del Pozzo 71, 41124, Modena, Italy; Azienda Policlinico di Modena, Rheumatology Unit, via del Pozzo 71, 41124, Modena, Italy. ^[3] University of Modena and Reggio Emilia, Department of Sciences and Methods for Engineering, Via G. Amendola 2, 42122 Reggio Emilia, Italy; University of Modena and Reggio Emilia, Artificial Intelligence Research and Innovation Center (AIRI), Via Pietro Vivarelli 10, 41125 Modena, Italy. Electronic address: fabrizio.pancaldi@unimore.it. ^[4]

关键词 Convolutional neural network Data augmentation Deep learning Interstitial lung disease Lung sounds Variational mode decomposition Velcro crackles

医学主题词人类(Humans);老年人(Aged);肺疾病, 间质性(Lung Diseases, Interstitial);肺(Lung);结缔组织疾病(Connective Tissue Diseases);体层摄影术, X线计算机(Tomography, X-Ray Computed);呼吸音(Respiratory Sounds)

DOI 10.1016/j.compbiomed.2023.106928

PMID 37156223

发布时间 2023-05-25

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准确一般字义偏差语意偏离译文作用小提交