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Volumn 9901 LNCS, Issue , 2016, Pages 239-246

Self-transfer learning for weakly supervised lesion localization

Author keywords

Convolutional neural networks; Lesion localization; Weakly supervised learning

Indexed keywords

COMPUTER VISION; NEURAL NETWORKS; OBJECT RECOGNITION; SUPERVISED LEARNING;

EID: 84996602286     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-46723-8_28     Document Type: Conference Paper
Times cited : (99)

References (15)
  • 1
    • 84894027389 scopus 로고    scopus 로고
    • Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration
    • Candemir,S.,et al.: Lung segmentation in chest radiographs using anatomical atlases with nonrigid registration. IEEE Trans. Med. Imaging 33(2),577–590 (2014)
    • (2014) IEEE Trans. Med. Imaging , vol.33 , Issue.2 , pp. 577-590
    • Candemir, S.1
  • 2
    • 84885899176 scopus 로고    scopus 로고
    • Mitosis detection in breast cancer histology images with deep neural networks
    • Mori,K.,Sakuma,I.,Sato,Y.,Barillot,C.,Navab,N. (eds.),Springer,Heidelberg
    • Cireşan,D.C.,Giusti,A.,Gambardella,L.M.,Schmidhuber,J.: Mitosis detection in breast cancer histology images with deep neural networks. In: Mori,K.,Sakuma,I.,Sato,Y.,Barillot,C.,Navab,N. (eds.) MICCAI 2013. LNCS,vol. 8150,pp. 411–418. Springer,Heidelberg (2013). doi:10.1007/978-3-642-40763-5_51
    • (2013) MICCAI 2013. LNCS , vol.8150 , pp. 411-418
    • Cireşan, D.C.1    Giusti, A.2    Gambardella, L.M.3    Schmidhuber, J.4
  • 3
    • 85198028989 scopus 로고    scopus 로고
    • Imagenet: A large-scale hierarchical image database
    • Deng,J.,Dong,W.,Socher,R.,Li,L.J.,Li,K.,Fei-Fei,L.: Imagenet: a large-scale hierarchical image database. In: CVPR,pp. 248–255 (2009)
    • (2009) CVPR , pp. 248-255
    • Deng, J.1    Dong, W.2    Socher, R.3    Li, L.J.4    Li, K.5    Fei-Fei, L.6
  • 7
    • 84893757720 scopus 로고    scopus 로고
    • Automatic screening for tuberculosis in chest radiographs: A survey. Quant. Imaging Med
    • Jaeger,S.,Karargyris,A.,Candemir,S.,Siegelman,J.,Folio,L.,Antani,S.,Thoma,G.: Automatic screening for tuberculosis in chest radiographs: a survey. Quant. Imaging Med. Surg. 3(2),89–99 (2013)
    • (2013) Surg , vol.3 , Issue.2 , pp. 89-99
    • Jaeger, S.1    Karargyris, A.2    Candemir, S.3    Siegelman, J.4    Folio, L.5    Antani, S.6    Thoma, G.7
  • 8
    • 84894065564 scopus 로고    scopus 로고
    • Automatic tuberculosis screening using chest radiographs
    • Jaeger,S.,et al.: Automatic tuberculosis screening using chest radiographs. IEEE Trans. Med. Imaging 33(2),233–245 (2014)
    • (2014) IEEE Trans. Med. Imaging , vol.33 , Issue.2 , pp. 233-245
    • Jaeger, S.1
  • 9
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep convolutional neural networks
    • Krizhevsky,A.,Sutskever,I.,Hinton,G.E.: Imagenet classification with deep convolutional neural networks. In: NIPS,pp. 1097–1105 (2012)
    • (2012) NIPS , pp. 1097-1105
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 10
    • 84953933150 scopus 로고    scopus 로고
    • Is object localization for free?-weaklysupervised learning with convolutional neural networks
    • Oquab,M.,Bottou,L.,Laptev,I.,Sivic,J.: Is object localization for free?-weaklysupervised learning with convolutional neural networks. In: CVPR,pp. 685–694 (2015)
    • (2015) CVPR , pp. 685-694
    • Oquab, M.1    Bottou, L.2    Laptev, I.3    Sivic, J.4
  • 11
    • 84959200585 scopus 로고    scopus 로고
    • From image-level to pixel-level labeling with convolutional networks
    • Pinheiro,P.O.,Collobert,R.: From image-level to pixel-level labeling with convolutional networks. In: CVPR,pp. 1713–1721 (2015)
    • (2015) CVPR , pp. 1713-1721
    • Pinheiro, P.O.1    Collobert, R.2
  • 12
    • 84947475390 scopus 로고    scopus 로고
    • DeepOrgan: Multi-level deep convolutional networks for automated pancreas segmentation
    • Navab,N.,Hornegger,J.,Wells,W.M.,Frangi,A.F. (eds.),Springer,Heidelberg
    • Roth,H.R.,Lu,L.,Farag,A.,Shin,H.-C.,Liu,J.,Turkbey,E.B.,Summers,R.M.: DeepOrgan: multi-level deep convolutional networks for automated pancreas segmentation. In: Navab,N.,Hornegger,J.,Wells,W.M.,Frangi,A.F. (eds.) MICCAI 2015. LNCS,vol. 9349,pp. 556–564. Springer,Heidelberg (2015). doi:10.1007/978-3-319-24553-9_68
    • (2015) MICCAI 2015. LNCS , vol.9349 , pp. 556-564
    • Roth, H.R.1    Lu, L.2    Farag, A.3    Shin, H.-C.4    Liu, J.5    Turkbey, E.B.6    Summers, R.M.7
  • 14
    • 84955184649 scopus 로고    scopus 로고
    • Deep multiple instance learning for image classification and auto-annotation
    • Wu,J.,Yu,Y.,Huang,C.,Yu,K.: Deep multiple instance learning for image classification and auto-annotation. In: CVPR,pp. 3460–3469 (2015)
    • (2015) CVPR , pp. 3460-3469
    • Wu, J.1    Yu, Y.2    Huang, C.3    Yu, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.