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Volumn 14, Issue 6, 2012, Pages

Crowdsourcing malaria parasite quantification: An online game for analyzing images of infected thick blood smears

Author keywords

Crowdsourcing; Games for health; Image analysis; Malaria; Telepathology

Indexed keywords

ANIMAL; ARTICLE; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; CROWDSOURCING; ISOLATION AND PURIFICATION; PLASMODIUM FALCIPARUM; RANDOMIZED CONTROLLED TRIAL;

EID: 84872434718     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.2338     Document Type: Article
Times cited : (99)

References (36)
  • 1
    • 84856257277 scopus 로고    scopus 로고
    • All hands on deck
    • Feb, [Medline: 22295679]
    • Thompson K. All hands on deck. Sci Am 2012 Feb;306(2):56-59. [Medline: 22295679].
    • (2012) Sci Am , vol.306 , Issue.2 , pp. 56-59
    • Thompson, K.1
  • 2
    • 51349128726 scopus 로고    scopus 로고
    • Galaxy zoo: Morphologies derived from visual inspection of galaxies from the sloan digital sky survey
    • doi: 10.4401/ag-5324
    • Lintott C, Schawinski K, Slosar A, Land K, Bamford S. Galaxy zoo: morphologies derived from visual inspection of galaxies from the sloan digital sky survey. Monthly Notices of the Royal Astronomical Society 2008;389:1179-1189. [doi: 10.4401/ag-5324].
    • (2008) Monthly Notices of the Royal Astronomical Society , vol.389 , pp. 1179-1189
    • Lintott, C.1    Schawinski, K.2    Slosar, A.3    Land, K.4    Bamford, S.5
  • 3
    • 0038640205 scopus 로고
    • Lanham, MD: University Press of America
    • Abt C. Serious Games. Lanham, MD: University Press of America; 1987.
    • (1987) Serious Games
    • Abt, C.1
  • 5
    • 84855206623 scopus 로고    scopus 로고
    • Games with a scientific purpose
    • [doi: 10.1186/gb-2011-12-12-135] [Medline: 22204700]
    • Good B, Su A. Games with a scientific purpose. Genome Biol 2011;12(12):135. [doi: 10.1186/gb-2011-12-12-135] [Medline: 22204700].
    • (2011) Genome Biol , vol.12 , Issue.12 , pp. 135
    • Good, B.1    Su, A.2
  • 8
    • 77955491294 scopus 로고    scopus 로고
    • Predicting protein structures with a multiplayer online game
    • Aug 5, [FREE Full text] [doi: 10.1038/nature09304] [Medline: 20686574]
    • Cooper S, Khatib F, Treuille A, Barbero J, Lee J, Beenen M, et al. Predicting protein structures with a multiplayer online game. Nature 2010 Aug 5;466(7307):756-760 [FREE Full text] [doi: 10.1038/nature09304] [Medline: 20686574].
    • (2010) Nature , vol.466 , Issue.7307 , pp. 756-760
    • Cooper, S.1    Khatib, F.2    Treuille, A.3    Barbero, J.4    Lee, J.5    Beenen, M.6
  • 9
    • 84856723541 scopus 로고    scopus 로고
    • Increased diels-alderase activity through backbone remodeling guided by foldit players
    • Feb, [doi: 10.1038/nbt.2109] [Medline: 22267011]
    • Eiben C, Siegel J, Bale J, Cooper S, Khatib F, Shen B, et al. Increased Diels-Alderase activity through backbone remodeling guided by Foldit players. Nat Biotechnol 2012 Feb;30(2):190-192. [doi: 10.1038/nbt.2109] [Medline: 22267011].
    • (2012) Nat Biotechnol , vol.30 , Issue.2 , pp. 190-192
    • Eiben, C.1    Siegel, J.2    Bale, J.3    Cooper, S.4    Khatib, F.5    Shen, B.6
  • 10
    • 79953319797 scopus 로고    scopus 로고
    • Crowd sourcing in drug discovery
    • Apr, [doi: 10.1038/nrd3412] [Medline: 21455221]
    • Lessl M, Bryans J, Richards D, Asadullah K. Crowd sourcing in drug discovery. Nat Rev Drug Discov 2011 Apr;10(4):241-242. [doi: 10.1038/nrd3412] [Medline: 21455221].
    • (2011) Nat Rev Drug Discov , vol.10 , Issue.4 , pp. 241-242
    • Lessl, M.1    Bryans, J.2    Richards, D.3    Asadullah, K.4
  • 11
    • 84862001575 scopus 로고    scopus 로고
    • Crowdsourced health research studies: An important emerging complement to clinical trials in the public health research ecosystem
    • [FREE Full text] [doi: 10.2196/jmir.1988] [Medline: 22397809]
    • Swan M. Crowdsourced health research studies: an important emerging complement to clinical trials in the public health research ecosystem. J Med Internet Res 2012;14(2):e46 [FREE Full text] [doi: 10.2196/jmir.1988] [Medline: 22397809].
    • (2012) J Med Internet Res , vol.14 , Issue.2
    • Swan, M.1
  • 12
    • 84856005946 scopus 로고    scopus 로고
    • Crowdsourcing earthquake damage assessment using remote sensing imagery
    • doi: 10.4401/ag-5324
    • Barrington L, Ghosh S, Greene M, Har-Noy S, Berger J. Crowdsourcing earthquake damage assessment using remote sensing imagery. Annals of Geophysics 2012;54(6). [doi: 10.4401/ag-5324].
    • (2012) Annals of Geophysics , vol.54 , Issue.6
    • Barrington, L.1    Ghosh, S.2    Greene, M.3    Har-Noy, S.4    Berger, J.5
  • 13
    • 84856408211 scopus 로고    scopus 로고
    • Geneva, Switzerland: World Health Organization, URL, [accessed 2012-11-27] [WebCite Cache ID 6CUNPBCwf]
    • WHO Global Malaria Programme. World Malaria Report 2011. Geneva, Switzerland: World Health Organization; 2011. URL: http://www.who.int/malaria/ world-malaria-report-2011/9789241564403-eng.pdf [accessed 2012-11-27] [WebCite Cache ID 6CUNPBCwf].
    • (2011) World Malaria Report 2011
  • 14
    • 84856679687 scopus 로고    scopus 로고
    • Global malaria mortality between 1980 and 2010: A systematic analysis
    • Feb 4, [doi: 10.1016/S0140-6736(12)60034-8] [Medline: 22305225]
    • Murray C, Rosenfeld L, Lim S, Andrews K, Foreman K, Haring D, et al. Global malaria mortality between 1980 and 2010: a systematic analysis. Lancet 2012 Feb 4;379(9814):413-431. [doi: 10.1016/S0140-6736(12)60034-8] [Medline: 22305225].
    • (2012) Lancet , vol.379 , Issue.9814 , pp. 413-431
    • Murray, C.1    Rosenfeld, L.2    Lim, S.3    Andrews, K.4    Foreman, K.5    Haring, D.6
  • 15
    • 0002717247 scopus 로고
    • The microscopic diagnosis of malaria
    • Wernsdorfer W, McGregor I, editors. Edinburgh: Churchill Livingstone
    • Shute G. The microscopic diagnosis of malaria. In: Wernsdorfer W, McGregor I, editors. Malaria: Principles and Practice of Malariology. Edinburgh: Churchill Livingstone; 1988:781-814.
    • (1988) Malaria: Principles and Practice of Malariology , pp. 781-814
    • Shute, G.1
  • 16
    • 79951702451 scopus 로고    scopus 로고
    • A research agenda for malaria eradication: Diagnoses and diagnostics
    • malERA Consultative Group on Diagnoses and Diagnostics., [FREE Full text] [doi: 10.1371/journal.pmed.1000396] [Medline: 21311583]
    • malERA Consultative Group on Diagnoses and Diagnostics. A research agenda for malaria eradication: diagnoses and diagnostics. PLoS Med 2011;8(1):e1000396 [FREE Full text] [doi: 10.1371/journal.pmed.1000396] [Medline: 21311583].
    • (2011) PLoS Med , vol.8 , Issue.1
  • 17
    • 0037277964 scopus 로고    scopus 로고
    • Automated detection of working area of peripheral blood smears using mathematical morphology
    • Angulo J, Flandrin G. Automated detection of working area of peripheral blood smears using mathematical morphology. Anal Cell Pathol 2003;25(1):37-49. [Medline: 12590176]. (Pubitemid 36188604)
    • (2003) Analytical Cellular Pathology , vol.25 , Issue.1 , pp. 37-49
    • Angulo, J.1    Flandrin, G.2
  • 18
    • 25144482297 scopus 로고    scopus 로고
    • Mathematical morphology in polar-logarithmic coordinates application to erythrocyte shape analysis
    • Marques J, editor., IbPRIA 2005, Estoril, Portugal, June 7-9, Proceedings, Part 1 (Lecture Notes in. Pattern Recognition, and Graphics) (Pt. 1). Berlin: Springer Berlin Heidelberg; 2005:199-206. [doi: 10.1007/11492542-25]
    • Luengo-Oroz M, Angulo J, Flandrin G, Klossa J. Mathematical morphology in polar-logarithmic coordinates application to erythrocyte shape analysis. In: Marques J, editor. Pattern Recognition and Image Analysis: Second Iberian Conference, IbPRIA 2005, Estoril, Portugal, June 7-9, 2005, Proceedings, Part 1 (Lecture Notes in... Pattern Recognition, and Graphics) (Pt. 1). Berlin: Springer Berlin Heidelberg; 2005:199-206. [doi: 10.1007/11492542-25].
    • (2005) Pattern Recognition and Image Analysis: Second Iberian Conference
    • Luengo-Oroz, M.1    Angulo, J.2    Flandrin, G.3    Klossa, J.4
  • 19
    • 84860531146 scopus 로고    scopus 로고
    • Performance of a malaria microscopy image analysis slide reading device
    • [FREE Full text] [doi: 10.1186/1475-2875-11-155] [Medline: 22559294]
    • Prescott W, Jordan R, Grobusch M, Chinchilli V, Kleinschmidt I, Borovsky J, et al. Performance of a malaria microscopy image analysis slide reading device. Malar J 2012;11:155 [FREE Full text] [doi: 10.1186/1475-2875-11-155] [Medline: 22559294].
    • (2012) Malar J , vol.11 , pp. 155
    • Prescott, W.1    Jordan, R.2    Grobusch, M.3    Chinchilli, V.4    Kleinschmidt, I.5    Borovsky, J.6
  • 20
    • 79951688507 scopus 로고    scopus 로고
    • Reliable enumeration of malaria parasites in thick blood films using digital image analysis
    • FREE Full text, [doi: 10.1186/1475-2875-8-218] [Medline: 19775454]
    • Frean J. Reliable enumeration of malaria parasites in thick blood films using digital image analysis. Malar J 2009;8:218 [FREE Full text] [doi: 10.1186/1475-2875-8-218] [Medline: 19775454].
    • (2009) Malar J , vol.8 , pp. 218
    • Frean, J.1
  • 21
    • 83255164919 scopus 로고    scopus 로고
    • Automated and unsupervised detection of malarial parasites in microscopic images
    • FREE Full text, [doi: 10.1186/1475-2875-10-364] [Medline: 22165867]
    • Purwar Y, Shah S, Clarke G, Almugairi A, Muehlenbachs A. Automated and unsupervised detection of malarial parasites in microscopic images. Malar J 2011;10:364 [FREE Full text] [doi: 10.1186/1475-2875-10-364] [Medline: 22165867].
    • (2011) Malar J , vol.10 , pp. 364
    • Purwar, Y.1    Shah, S.2    Clarke, G.3    Almugairi, A.4    Muehlenbachs, A.5
  • 23
    • 68349092744 scopus 로고    scopus 로고
    • Computer vision for microscopy diagnosis of malaria
    • FREE Full text] [doi: 10.1186/1475-2875-8-153] [Medline: 19594927
    • Tek F, Dempster A, Kale I. Computer vision for microscopy diagnosis of malaria. Malar J 2009;8:153 [FREE Full text] [doi: 10.1186/1475-2875-8-153] [Medline: 19594927].
    • (2009) Malar J , vol.8 , pp. 153
    • Tek, F.1    Dempster, A.2    Kale, I.3
  • 24
    • 71549121041 scopus 로고    scopus 로고
    • Parasite detection and identification for automated thin blood film malaria diagnosis
    • doi: 10.1016/j.cviu.2009.08.003
    • Tek F, Dempster A, Kale I. Parasite detection and identification for automated thin blood film malaria diagnosis. Computer Vision and Image Understanding 2010;114:21-32. [doi: 10.1016/j.cviu.2009.08.003].
    • (2010) Computer Vision and Image Understanding , vol.114 , pp. 21-32
    • Tek, F.1    Dempster, A.2    Kale, I.3
  • 25
    • 84861006684 scopus 로고    scopus 로고
    • Distributed medical image analysis and diagnosis through crowd-sourced games: A malaria case study
    • [FREE Full text] [doi: 10.1371/journal.pone.0037245] [Medline: 22606353]
    • Mavandadi S, Dimitrov S, Feng S, Yu F, Sikora U, Yaglidere O, et al. Distributed medical image analysis and diagnosis through crowd-sourced games: a malaria case study. PLoS One 2012;7(5):e37245 [FREE Full text] [doi: 10.1371/journal.pone.0037245] [Medline: 22606353].
    • (2012) PLoS One , vol.7 , Issue.5
    • Mavandadi, S.1    Dimitrov, S.2    Feng, S.3    Yu, F.4    Sikora, U.5    Yaglidere, O.6
  • 26
    • 79959755862 scopus 로고    scopus 로고
    • World Health Organization. Geneva: World Health Organization
    • World Health Organization. Basic Malaria Microscopy: Part I. Learner's Guide. Geneva: World Health Organization; 2010.
    • (2010) Basic Malaria Microscopy: Part I. Learner's Guide
  • 27
    • 77957790001 scopus 로고    scopus 로고
    • Portable, battery-operated, low-cost, bright field and fluorescence microscope
    • FREE Full text, [doi: 10.1371/journal.pone.0011890] [Medline: 20694194]
    • Miller A, Davis G, Oden Z, Razavi M, Fateh A, Ghazanfari M, et al. Portable, battery-operated, low-cost, bright field and fluorescence microscope. PLoS One 2010;5(8):e11890 [FREE Full text] [doi: 10.1371/journal.pone.0011890] [Medline: 20694194].
    • (2010) PLoS One , vol.5 , Issue.8
    • Miller, A.1    Davis, G.2    Oden, Z.3    Razavi, M.4    Fateh, A.5    Ghazanfari, M.6
  • 28
    • 67749148988 scopus 로고    scopus 로고
    • Mobile phone based clinical microscopy for global health applications
    • FREE Full text, [doi: 10.1371/journal.pone.0006320] [Medline: 19623251]
    • Breslauer D, Maamari R, Switz N, Lam W, Fletcher D. Mobile phone based clinical microscopy for global health applications. PLoS One 2009;4(7):e6320 [FREE Full text] [doi: 10.1371/journal.pone.0006320] [Medline: 19623251].
    • (2009) PLoS One , vol.4 , Issue.7
    • Breslauer, D.1    Maamari, R.2    Switz, N.3    Lam, W.4    Fletcher, D.5
  • 29
    • 64249142111 scopus 로고    scopus 로고
    • Distilling free-form natural laws from experimental data
    • Apr 3, [FREE Full text] [doi: 10.1126/science.1165893] [Medline: 19342586]
    • Schmidt M, Lipson H. Distilling free-form natural laws from experimental data. Science 2009 Apr 3;324(5923):81-85 [FREE Full text] [doi: 10.1126/science.1165893] [Medline: 19342586].
    • (2009) Science , vol.324 , Issue.5923 , pp. 81-85
    • Schmidt, M.1    Lipson, H.2
  • 30
    • 84860168048 scopus 로고    scopus 로고
    • Game-powered machine learning
    • Apr 24, [FREE Full text] [doi: 10.1073/pnas.1014748109] [Medline: 22460786]
    • Barrington L, Turnbull D, Lanckriet G. Game-powered machine learning. Proc Natl Acad Sci U S A 2012 Apr 24;109(17):6411-6416 [FREE Full text] [doi: 10.1073/pnas.1014748109] [Medline: 22460786].
    • (2012) Proc Natl Acad Sci U S A , vol.109 , Issue.17 , pp. 6411-6416
    • Barrington, L.1    Turnbull, D.2    Lanckriet, G.3
  • 32
    • 79955795207 scopus 로고    scopus 로고
    • Characterizing and optimizing rater performance for internet-based collaborative labeling
    • Mar 3, [FREE Full text] [doi: 10.1117/12.878412] [Medline: 21857775]
    • Stein J, Asman A, Landman B. Characterizing and Optimizing Rater Performance for Internet-based Collaborative Labeling. Proc Soc Photo Opt Instrum Eng 2011 Mar 3;7966 [FREE Full text] [doi: 10.1117/12.878412] [Medline: 21857775].
    • (2011) Proc Soc Photo Opt Instrum Eng , vol.7966
    • Stein, J.1    Asman, A.2    Landman, B.3
  • 33
    • 82755186510 scopus 로고    scopus 로고
    • Algorithm discovery by protein folding game players
    • Nov 22, [FREE Full text] [doi: 10.1073/pnas.1115898108] [Medline: 22065763]
    • Khatib F, Cooper S, Tyka M, Xu K, Makedon I, Popovic Z, et al. Algorithm discovery by protein folding game players. Proc Natl Acad Sci U S A 2011 Nov 22;108(47):18949-18953 [FREE Full text] [doi: 10.1073/pnas.1115898108] [Medline: 22065763].
    • (2011) Proc Natl Acad Sci U S a , vol.108 , Issue.47 , pp. 18949-18953
    • Khatib, F.1    Cooper, S.2    Tyka, M.3    Xu, K.4    Makedon, I.5    Popovic, Z.6
  • 34
    • 84872481635 scopus 로고    scopus 로고
    • URL, [accessed 2012-09-03] [WebCite Cache ID 6API7u8jc]
    • edX. URL: https://www.edx.org/[accessed 2012-09-03] [WebCite Cache ID 6API7u8jc].
    • EdX
  • 35
    • 84872482414 scopus 로고    scopus 로고
    • Proposing measures to promote the education of creative and collaborative knowledge-builders
    • Brussels: European Commission
    • Taddei F, Sasco L. Proposing measures to promote the education of creative and collaborative knowledge-builders. In: Measuring Creativity: The Book. Brussels: European Commission; 2010:369-389.
    • (2010) Measuring Creativity: The Book , pp. 369-389
    • Taddei, F.1    Sasco, L.2
  • 36
    • 83355173176 scopus 로고    scopus 로고
    • Data and image transfer using mobile phones to strengthen microscopy-based diagnostic services in low and middle income country laboratories
    • FREE Full text, [doi: 10.1371/journal.pone.0028348] [Medline: 22194829]
    • Tuijn C, Hoefman B, van Beijma H, Oskam L, Chevrollier N. Data and image transfer using mobile phones to strengthen microscopy-based diagnostic services in low and middle income country laboratories. PLoS One 2011;6(12):e28348 [FREE Full text] [doi: 10.1371/journal.pone.0028348] [Medline: 22194829].
    • (2011) PLoS One , vol.6 , Issue.12
    • Tuijn, C.1    Hoefman, B.2    Van Beijma, H.3    Oskam, L.4    Chevrollier, N.5


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