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Volumn 7, Issue 10, 2012, Pages

A Mathematical Framework for Combining Decisions of Multiple Experts toward Accurate and Remote Diagnosis of Malaria Using Tele-Microscopy

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CLASSIFICATION ALGORITHM; CONCEPTUAL FRAMEWORK; DIAGNOSTIC ACCURACY; DIAGNOSTIC IMAGING; ERYTHROCYTE; HUMAN; HUMAN CELL; MALARIA; MATHEMATICAL MODEL; MEDICAL DECISION MAKING; MEDICAL EXPERT; METHODOLOGY; MICROSCOPY; PROBABILITY; SIMULATION; TELEMEDICINE; TELEMICROSCOPY;

EID: 84867409526     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0046192     Document Type: Article
Times cited : (26)

References (34)
  • 4
    • 70450118721 scopus 로고    scopus 로고
    • Learning from ambiguously labeled examples
    • Hüllermeier E, Beringer J, (2006) Learning from ambiguously labeled examples. Intell Data Anal 10: 419-439.
    • (2006) Intell Data Anal , vol.10 , pp. 419-439
    • Hüllermeier, E.1    Beringer, J.2
  • 5
    • 84864028262 scopus 로고    scopus 로고
    • Multi-instance multi-label learning with application to scene classification
    • In: Schölkopf B, Platt J, Hoffman T, editors, Cambridge, MA: MIT Press
    • Zhou ZH, Zhang ML (2007) Multi-instance multi-label learning with application to scene classification. In: Schölkopf B, Platt J, Hoffman T, editors, Advances in Neural Information Processing Systems 19, Cambridge, MA: MIT Press. pp. 1609-1616.
    • (2007) Advances in Neural Information Processing Systems , vol.19 , pp. 1609-1616
    • Zhou, Z.H.1    Zhang, M.L.2
  • 11
  • 13
    • 71149084080 scopus 로고    scopus 로고
    • Supervised learning from multiple experts: whom to trust when everyone lies a bit
    • New York, NY, USA: ACM, ICML '09, doi:10.1145/1553374.1553488
    • Raykar VC, Yu S, Zhao LH, Jerebko A, Florin C, et al. (2009) Supervised learning from multiple experts: whom to trust when everyone lies a bit. In: Proceedings of the 26th Annual International Conference on Machine Learning. New York, NY, USA: ACM, ICML '09, pp. 889-896. doi:10.1145/1553374.1553488. URL http://doi.acm.org/10.1145/1553374.1553488.
    • (2009) Proceedings of the 26th Annual International Conference on Machine Learning , pp. 889-896
    • Raykar, V.C.1    Yu, S.2    Zhao, L.H.3    Jerebko, A.4    Florin, C.5
  • 14
    • 1942438249 scopus 로고    scopus 로고
    • Simultaneous truth and performance level estimation (staple): An algorithm for the validation of image segmentation
    • Warfield SK, Zou KH, Wells WM, (2004) Simultaneous truth and performance level estimation (staple): An algorithm for the validation of image segmentation. IEEE Trans Med Imaging 23: 903-921.
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 903-921
    • Warfield, S.K.1    Zou, K.H.2    Wells, W.M.3
  • 15
    • 80052324279 scopus 로고    scopus 로고
    • Computational pathology: Challenges and promises for tissue analysis
    • Fuchs TJ, Buhmann JM, (2011) Computational pathology: Challenges and promises for tissue analysis. Computerized Medical Imaging and Graphics 35: 515-530.
    • (2011) Computerized Medical Imaging and Graphics , vol.35 , pp. 515-530
    • Fuchs, T.J.1    Buhmann, J.M.2
  • 18
    • 79959613986 scopus 로고    scopus 로고
    • Entangled decision forests and their application for semantic segmentation of ct images
    • Springer Berlin/Heidelberg, Lecture Notes in Computer Science
    • Montillo A, Shotton J, Winn J, Iglesias JE, Metaxas D, et al. (2011) Entangled decision forests and their application for semantic segmentation of ct images. In: Information Processing in Medical Imaging, Springer Berlin/Heidelberg, volume 6801 of Lecture Notes in Computer Science. pp. 184-196.
    • (2011) Information Processing in Medical Imaging , vol.6801 , pp. 184-196
    • Montillo, A.1    Shotton, J.2    Winn, J.3    Iglesias, J.E.4    Metaxas, D.5
  • 22
    • 0025164789 scopus 로고
    • Evaluating diagnostic tests with imperfect standards
    • Valenstein P, (1990) Evaluating diagnostic tests with imperfect standards. American Journal of Clinical Pathology 93: 252-258.
    • (1990) American Journal of Clinical Pathology , vol.93 , pp. 252-258
    • Valenstein, P.1
  • 23
    • 0030019994 scopus 로고    scopus 로고
    • Simple steps for improving multiple-reader studies in radiology
    • Obuchowski NA, Zepp RC, (1996) Simple steps for improving multiple-reader studies in radiology. American Journal of Roentgenology 166: 517-521.
    • (1996) American Journal of Roentgenology , vol.166 , pp. 517-521
    • Obuchowski, N.A.1    Zepp, R.C.2
  • 26
    • 34147210675 scopus 로고    scopus 로고
    • New methodological tools for multiple-reader roc studies
    • Obuchowski NA, (1996) New methodological tools for multiple-reader roc studies. Radiology 243: 10-12.
    • (1996) Radiology , vol.243 , pp. 10-12
    • Obuchowski, N.A.1
  • 28
    • 77950461212 scopus 로고    scopus 로고
    • Diagnostic accuracy metaanalysis: A review of the basic principles of interpretation and application
    • Jones CM, Ashrafian H, Skapinakis P, Arora S, Darzi A, et al. (1996) Diagnostic accuracy metaanalysis: A review of the basic principles of interpretation and application. International Journal of Cardiology 140: 138-144.
    • (1996) International Journal of Cardiology , vol.140 , pp. 138-144
    • Jones, C.M.1    Ashrafian, H.2    Skapinakis, P.3    Arora, S.4    Darzi, A.5
  • 29
  • 30
    • 84861006684 scopus 로고    scopus 로고
    • Distributed medical image analysis and diagnosis through crowd-sourced games: A malaria case study
    • Mavandadi S, Dimitrov S, Feng S, Yu F, Sikora U, et al. (2012) Distributed medical image analysis and diagnosis through crowd-sourced games: A malaria case study. PLoS ONE 7: e37245.
    • (2012) PLoS ONE , vol.7
    • Mavandadi, S.1    Dimitrov, S.2    Feng, S.3    Yu, F.4    Sikora, U.5
  • 34
    • 8844247243 scopus 로고    scopus 로고
    • Malaria misdiagnosis: e_ects on the poor and vulnerable
    • Amexo M, Tolhurst R, Barnish G, Bates I, (2004) Malaria misdiagnosis: e_ects on the poor and vulnerable. The Lancet 364: 1896-1898.
    • (2004) The Lancet , vol.364 , pp. 1896-1898
    • Amexo, M.1    Tolhurst, R.2    Barnish, G.3    Bates, I.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.