首页> Journal of digital imaging> Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images.

Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images.

导出 OA

翻译打印收藏纠错

第一作者： Dewinda Julianensi,Rumala

第一单位： Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.

作者： Dewinda Julianensi,Rumala ^[1] ; Peter,van Ooijen ^[2] ; Reza Fuad,Rachmadi ^[3] ; Anggraini Dwi,Sensusiati ^[4] ; I Ketut Eddy,Purnama ^[5]

作者单位： Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia. ^[1] Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.;Data Science Center in Health (DASH), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands. ^[2] Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.;Department of Computer Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia. ^[3] Department of Radiology, Universitas Airlangga, Surabaya, Indonesia. ^[4] Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia. ketut@te.its.ac.id.;Department of Computer Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia. ketut@te.its.ac.id. ^[5]

关键词 Brain disease Convolutional neural network Deep transfer learning Ensemble classifier Magnetic resonance images Stacking

医学主题词人类(Humans);磁共振成像(Magnetic Resonance Imaging);算法(Algorithms);脑疾病(Brain Diseases);脑(Brain)

DOI 10.1007/s10278-023-00828-7

PMID 37145248

发布时间 2024-08-02

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交