메뉴 건너뛰기




Volumn 9901 LNCS, Issue , 2016, Pages 487-495

Iterative multi-domain regularized deep learning for anatomical structure detection and segmentation from ultrasound images

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; DIAGNOSIS; ITERATIVE METHODS; MEDICAL IMAGING; ULTRASONIC APPLICATIONS; ULTRASONIC IMAGING;

EID: 84996520815     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-46723-8_56     Document Type: Conference Paper
Times cited : (98)

References (10)
  • 1
    • 84857295176 scopus 로고    scopus 로고
    • The segmentation of the left ventricle of the heart from ultrasound data using deep learning architectures and derivativebased search methods
    • Carneiro,G.,Nascimento,J.C.,Freitas,A.: The segmentation of the left ventricle of the heart from ultrasound data using deep learning architectures and derivativebased search methods. IEEE Trans. Image Process. 21(3),968-982 (2012)
    • (2012) IEEE Trans. Image Process , vol.21 , Issue.3 , pp. 968-982
    • Carneiro, G.1    Nascimento, J.C.2    Freitas, A.3
  • 2
    • 84940970126 scopus 로고    scopus 로고
    • Standard plane localization in fetal ultrasound via domain transferred deep neural networks
    • Chen,H.,Ni,D.,Qin,J.,Li,S.,Yang,X.,Wang,T.,Heng,P.A.: Standard plane localization in fetal ultrasound via domain transferred deep neural networks. IEEE J. Biomed. Health Inf. 19(5),1627-1636 (2015)
    • (2015) IEEE J. Biomed. Health Inf , vol.19 , Issue.5 , pp. 1627-1636
    • Chen, H.1    Ni, D.2    Qin, J.3    Li, S.4    Yang, X.5    Wang, T.6    Heng, P.A.7
  • 4
    • 24644437009 scopus 로고    scopus 로고
    • Database-guided segmentation of anatomical structures with complex appearance
    • Georgescu,B.,Zhou,X.S.,Comaniciu,D.,Gupta,A.: Database-guided segmentation of anatomical structures with complex appearance. In: CVPR,vol. 2,pp. 429-436 (2005)
    • (2005) CVPR , vol.2 , pp. 429-436
    • Georgescu, B.1    Zhou, X.S.2    Comaniciu, D.3    Gupta, A.4
  • 6
    • 84945230598 scopus 로고    scopus 로고
    • Fully convolutional networks for semantic segmentation
    • Long,J.,Shelhamer,E.,Darrell,T.: Fully convolutional networks for semantic segmentation. In: CVPR,pp. 3431-3440 (2015)
    • (2015) CVPR , pp. 3431-3440
    • Long, J.1    Shelhamer, E.2    Darrell, T.3
  • 9
    • 84955395245 scopus 로고    scopus 로고
    • Discriminative learning for anatomical structure detection and segmentation
    • Zhang,C.,Ma,Y. (eds.),Springer,New York
    • Zhou,S.K.,Zhang,J.,Zheng,Y.: Discriminative learning for anatomical structure detection and segmentation. In: Zhang,C.,Ma,Y. (eds.) Ensemble Machine Learning,pp. 273-306. Springer,New York (2012)
    • (2012) Ensemble Machine Learning , pp. 273-306
    • Zhou, S.K.1    Zhang, J.2    Zheng, Y.3
  • 10
    • 38149086085 scopus 로고    scopus 로고
    • Shape regression machine
    • Karssemeijer,N.,Lelieveldt,B. (eds.),Springer,Heidelberg
    • Zhou,S.K.,Comaniciu,D.: Shape regression machine. In: Karssemeijer,N.,Lelieveldt,B. (eds.) IPMI 2007. LNCS,vol. 4584,pp. 13-25. Springer,Heidelberg (2007). doi:10.1007/978-3-540-73273-0_2
    • (2007) IPMI 2007. LNCS , vol.4584 , pp. 13-25
    • Zhou, S.K.1    Comaniciu, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.