An improved deep learning approach and its applications on colonic polyp images detection

被引:0
作者
Wei Wang
Jinge Tian
Chengwen Zhang
Yanhong Luo
Xin Wang
Ji Li
机构
[1] Changsha University of Science and Technology,School of Computer and Communication Engineering
[2] Hunan Children’s Hospital,undefined
来源
BMC Medical Imaging | / 20卷
关键词
Colonic polyps; Deep learning; Convolutional neural networks; Global average pooling;
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  • [1] Johnson CD(2000)CT Colonography: the next Colon screening examination? Radiology. 216 331-341
  • [2] Dachman AH(2017)Automated detection of breast tumor in different imaging modalities: a review Curr Med Imaging Rev 13 121-139
  • [3] Mughal B(2018)Computer-aided diagnosis for identifying and delineating early gastric cancers in magnifying narrow-band imaging Gastrointest Endosc 87 1339-1344
  • [4] Sharif M(2018)CANDI: an R package and shiny app for annotating radiographs and evaluating computer-aided diagnosis Bioinformatics 35 1610-1612
  • [5] Kanesaka T(2018)Journal club: computer-aided detection of lung nodules on CT with a computerized pulmonary vessel suppressed function Am J Roentgeno 210 1-8
  • [6] Lee TC(2003)Computer-aided tumor detection in endoscopic video using color wavelet features IEEE Trans Inf Technol Biomed 7 141-152
  • [7] Uedo N(2003)Cold: a versatile detection system for colorectal lesions in endoscopy video-frames Comput Meth Prog Bio 70 151-166
  • [8] Lin KP(2013)Part-based multiderivative edge cross-sectional profiles for polyp detection in colonoscopy IEEE J of Biomed Health 18 1379-1389
  • [9] Chen HZ(2015)An adaptive paradigm for computer-aided detection of colonic polyps Phys Med Biol 60 7207-7228
  • [10] Lee JY(2015)Automated polyp detection in colonoscopy videos using shape and context information IEEE T Med Imaging 35 630-644