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Volumn 9, Issue 8, 2014, Pages

A malaria diagnostic tool based on computer vision screening and visualization of Plasmodium falciparum candidate areas in digitized blood smears

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; AUTOMATION; BLOOD SMEAR; COMPUTER; DECISION SUPPORT SYSTEM; DIAGNOSTIC ACCURACY; GRAM STAINING; IMMERSION; MALARIA FALCIPARUM; NONHUMAN; PARASITEMIA; PLASMODIUM; PLASMODIUM FALCIPARUM; PROBABILITY; SENSITIVITY AND SPECIFICITY; SUPPORT VECTOR MACHINE; TROPHOZOITE; VISION TEST; HUMAN; MALARIA; MALARIA, FALCIPARUM; PARASITOLOGY; PATHOPHYSIOLOGY; PHYSIOLOGY;

EID: 84929056280     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0104855     Document Type: Article
Times cited : (98)

References (43)
  • 1
    • 84893007723 scopus 로고    scopus 로고
    • World Health Organization WHO Press, World Health Organization, Geneva, Switzerland
    • World Health Organization (2013) World Malaria Report. WHO Press, World Health Organization, Geneva, Switzerland.
    • (2013) World Malaria Report
  • 2
    • 80054972233 scopus 로고    scopus 로고
    • Monitoring fever treatment behaviour and equitable access to effective medicines in the context of initiatives to improve ACT access: Baseline results and implications for programming in six African countries
    • Littrell M, Gatakaa H, Evance I, Poyer S, Njogu J, et al. (2011) Monitoring fever treatment behaviour and equitable access to effective medicines in the context of initiatives to improve ACT access: baseline results and implications for programming in six African countries. Malar J 10: 327.
    • (2011) Malar J , vol.10 , pp. 327
    • Littrell, M.1    Gatakaa, H.2    Evance, I.3    Poyer, S.4    Njogu, J.5
  • 5
    • 9244221084 scopus 로고    scopus 로고
    • Overdiagnosis of malaria in patients with severe febrile illness in Tanzania: A prospective study
    • Reyburn H, Mbatia R, Drakeley C, Carneiro I, Mwakasungula E, et al. (2004) Overdiagnosis of malaria in patients with severe febrile illness in Tanzania: a prospective study. BMJ 329: 1212.
    • (2004) BMJ , vol.329 , pp. 1212
    • Reyburn, H.1    Mbatia, R.2    Drakeley, C.3    Carneiro, I.4    Mwakasungula, E.5
  • 6
    • 78649887837 scopus 로고    scopus 로고
    • World Health Organization WHO Press, World Health Organization. Geneva, Switzerland
    • World Health Organization (2010) Guidelines for the treatment of malaria. Second ed. WHO Press, World Health Organization. Geneva, Switzerland.
    • (2010) Guidelines for the Treatment of Malaria. Second Ed.
  • 8
    • 33845900954 scopus 로고    scopus 로고
    • Reader technique as a source of variability in determining malaria parasite density by microscopy
    • O'Meara WP, Barcus M, Wongsrichanalai C, Muth S, Maguire JD, et al. (2006) Reader technique as a source of variability in determining malaria parasite density by microscopy. Malar J 5: 118.
    • (2006) Malar J , vol.5 , pp. 118
    • O'Meara, W.P.1    Barcus, M.2    Wongsrichanalai, C.3    Muth, S.4    Maguire, J.D.5
  • 9
    • 53749086012 scopus 로고    scopus 로고
    • Impact of training in clinical and microscopy diagnosis of childhood malaria on antimalarial drug prescription and health outcome at primary health care level in Tanzania: A randomized controlled trial
    • Ngasala B, Mubi M, Warsame M, Petzold MG, Massele AY, et al. (2008) Impact of training in clinical and microscopy diagnosis of childhood malaria on antimalarial drug prescription and health outcome at primary health care level in Tanzania: a randomized controlled trial. Malar J 7: 199.
    • (2008) Malar J , vol.7 , pp. 199
    • Ngasala, B.1    Mubi, M.2    Warsame, M.3    Petzold, M.G.4    Massele, A.Y.5
  • 10
    • 75749104524 scopus 로고    scopus 로고
    • World Health Organization WHO Press, World Health Organization. Geneva, Switzerland
    • World Health Organization (2009) Malaria microscopy quality assurance manual. WHO Press, World Health Organization. Geneva, Switzerland.
    • (2009) Malaria Microscopy Quality Assurance Manual
  • 11
    • 0037103406 scopus 로고    scopus 로고
    • Impact of microscopy error on estimates of protective efficacy in malaria-prevention trials
    • Ohrt C, Purnomo, Sutamihardja MA, Tang D, Kain KC (2002) Impact of microscopy error on estimates of protective efficacy in malaria-prevention trials. Journal of Infectious Diseases 186: 540-546.
    • (2002) Journal of Infectious Diseases , vol.186 , pp. 540-546
    • Ohrt, C.1    Purnomo2    Sutamihardja, M.A.3    Tang, D.4    Kain, K.C.5
  • 13
    • 56149085503 scopus 로고    scopus 로고
    • Web-based virtual microscopy for parasitology: A novel tool for education and quality assurance
    • Linder E, Lundin M, Thors C, Lebbad M, Winiecka-Krusnell J, et al. (2008) Web-based virtual microscopy for parasitology: a novel tool for education and quality assurance. PLoS Negl Trop Dis 2: e315.
    • (2008) PLoS Negl Trop Dis , vol.2
    • Linder, E.1    Lundin, M.2    Thors, C.3    Lebbad, M.4    Winiecka-Krusnell, J.5
  • 14
    • 68349092744 scopus 로고    scopus 로고
    • Computer vision for microscopy diagnosis of malaria
    • Tek FB, Dempster AG, Kale I (2009) Computer vision for microscopy diagnosis of malaria. Malar J 8.
    • (2009) Malar J , vol.8
    • Tek, F.B.1    Dempster, A.G.2    Kale, I.3
  • 15
    • 42649113081 scopus 로고    scopus 로고
    • A novel semi-automatic image processing approach to determine Plasmodium falciparum parasitemia in Giemsa-stained thin blood smears
    • Le MT, Bretschneider TR, Kuss C, Preiser PR (2008) A novel semi-automatic image processing approach to determine Plasmodium falciparum parasitemia in Giemsa-stained thin blood smears. BMC Cell Biol 9: 15.
    • (2008) BMC Cell Biol , vol.9 , pp. 15
    • Le, M.T.1    Bretschneider, T.R.2    Kuss, C.3    Preiser, P.R.4
  • 16
    • 62149118688 scopus 로고    scopus 로고
    • A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images
    • Diaz G, Gonzalez FA, Romero E (2009) A semi-automatic method for quantification and classification of erythrocytes infected with malaria parasites in microscopic images. J Biomed Inform 42: 296-307.
    • (2009) J Biomed Inform , vol.42 , pp. 296-307
    • Diaz, G.1    Gonzalez, F.A.2    Romero, E.3
  • 17
    • 0036467949 scopus 로고    scopus 로고
    • Analysis of infected blood cell images using morphological operators
    • DOI 10.1016/S0262-8856(01)00092-0, PII S0262885601000920
    • Di Ruberto C, Dempster A, Khan S, Jarra B (2002) Analysis of infected blood cell images using morphological operators. Image and vision computing 20: 133-146. (Pubitemid 34100422)
    • (2002) Image and Vision Computing , vol.20 , Issue.2 , pp. 133-146
    • Di, R.C.1    Dempster, A.2    Khan, S.3    Jarra, B.4
  • 18
    • 79959755862 scopus 로고    scopus 로고
    • World Health Organization WHO Press, World Health Organization. Geneva Switzerland
    • World Health Organization (2010) Basic malaria microscopy. Second ed. WHO Press, World Health Organization. Geneva Switzerland.
    • (2010) Basic Malaria Microscopy. Second Ed.
  • 21
  • 24
    • 84857679040 scopus 로고    scopus 로고
    • Identification of tumor epithelium and stroma in tissue microarrays using texture analysis
    • Linder N, Konsti J, Turkki R, Rahtu E, Lundin M, et al. (2012) Identification of tumor epithelium and stroma in tissue microarrays using texture analysis. Diagnostic Pathology 7: 22.
    • (2012) Diagnostic Pathology , vol.7 , pp. 22
    • Linder, N.1    Konsti, J.2    Turkki, R.3    Rahtu, E.4    Lundin, M.5
  • 25
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • DOI 10.1109/TPAMI.2002.1017623
    • Ojala T, Pietikainen M, Maenpaa T (2002) Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. Ieee Transactions on Pattern Analysis and Machine Intelligence 24: 971-987. (Pubitemid 34835471)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 29
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33: 159-174. (Pubitemid 8054849)
    • (1977) Biometrics , vol.33 , Issue.1 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 31
    • 83255164919 scopus 로고    scopus 로고
    • Automated and unsupervised detection of malarial parasites in microscopic images
    • Purwar Y, Shah SL, Clarke G, Almugairi A, Muehlenbachs A (2011) Automated and unsupervised detection of malarial parasites in microscopic images. Malar J 10.
    • (2011) Malar J , vol.10
    • Purwar, Y.1    Shah, S.L.2    Clarke, G.3    Almugairi, A.4    Muehlenbachs, A.5
  • 32
    • 71549121041 scopus 로고    scopus 로고
    • Parasite detection and identification for automated thin blood film malaria diagnosis
    • Tek F, Dempster A, Kale I (2010) Parasite detection and identification for automated thin blood film malaria diagnosis. Computer vision and image understanding 114: 21-32.
    • (2010) Computer Vision and Image Understanding , vol.114 , pp. 21-32
    • Tek, F.1    Dempster, A.2    Kale, I.3
  • 33
    • 84921612981 scopus 로고    scopus 로고
    • A web-accessible framework for automated storage with compression and textural classification of malaria parasite images
    • Maity M, Maity A, Dutta P, Chakraborty C (2012) A web-accessible framework for automated storage with compression and textural classification of malaria parasite images. International Journal of Computer Applications 52: 31-39.
    • (2012) International Journal of Computer Applications , vol.52 , pp. 31-39
    • Maity, M.1    Maity, A.2    Dutta, P.3    Chakraborty, C.4
  • 34
    • 80053173631 scopus 로고    scopus 로고
    • The parasite clearance curve
    • White N (2011) The parasite clearance curve. Malaria J 10: 1-8.
    • (2011) Malaria J , vol.10 , pp. 1-8
    • White, N.1
  • 35
    • 23044488203 scopus 로고    scopus 로고
    • Diagnosis from the blood smear
    • Bain BJ (2005) Diagnosis from the blood smear. N Engl J Med 353: 498-507.
    • (2005) N Engl J Med , vol.353 , pp. 498-507
    • Bain, B.J.1
  • 36
    • 51249113730 scopus 로고    scopus 로고
    • World Health Organization WHO Press, World Health Organization. Geneva, Switzerland
    • World Health Organization (2008) Task shifting. Global recommendations and guidlines. WHO Press, World Health Organization. Geneva, Switzerland.
    • (2008) Task Shifting. Global Recommendations and Guidlines
  • 39
    • 84892726767 scopus 로고    scopus 로고
    • On-Chip Imaging of Schistosoma haematobium Eggs in Urine for Diagnosis by Computer Vision
    • Linder E, Grote A, Varjo S, Linder N, Lebbad M, et al. (2013) On-Chip Imaging of Schistosoma haematobium Eggs in Urine for Diagnosis by Computer Vision. PLoS Negl Trop Dis 7: e2547.
    • (2013) PLoS Negl Trop Dis , vol.7
    • Linder, E.1    Grote, A.2    Varjo, S.3    Linder, N.4    Lebbad, M.5
  • 40
    • 75749094340 scopus 로고    scopus 로고
    • Implementation of a color-capable optofluidic microscope on a RGB CMOS color sensor chip substrate
    • Pang S, Cui XQ, DeModena J, Wang YM, Sternberg P, et al. (2010) Implementation of a color-capable optofluidic microscope on a RGB CMOS color sensor chip substrate. Lab Chip 10: 411-414.
    • (2010) Lab Chip , vol.10 , pp. 411-414
    • Pang, S.1    Cui, X.Q.2    DeModena, J.3    Wang, Y.M.4    Sternberg, P.5
  • 41
    • 84874872666 scopus 로고    scopus 로고
    • Cost-effective and rapid blood analysis on a cell-phone
    • Zhu HY, Sencan I, Wong J, Dimitrov S, Tseng D, et al. (2013) Cost-effective and rapid blood analysis on a cell-phone. Lab Chip 13: 1282-1288.
    • (2013) Lab Chip , vol.13 , pp. 1282-1288
    • Zhu, H.Y.1    Sencan, I.2    Wong, J.3    Dimitrov, S.4    Tseng, D.5
  • 42
    • 84873702127 scopus 로고    scopus 로고
    • Crowd-sourced BioGames: Managing the big data problem for next-generation lab-on-a-chip platforms
    • Mavandadi S, Dimitrov S, Feng S, Yu F, Yu R, et al. (2012) Crowd-sourced BioGames: managing the big data problem for next-generation lab-on-a-chip platforms. Lab Chip 12: 4102-4106.
    • (2012) Lab Chip , vol.12 , pp. 4102-4106
    • Mavandadi, S.1    Dimitrov, S.2    Feng, S.3    Yu, F.4    Yu, R.5
  • 43
    • 84873557949 scopus 로고    scopus 로고
    • Malaria biology and disease pathogenesis: Insights for new treatments
    • Miller LH, Ackerman HC, Su XZ, Wellems TE (2013) Malaria biology and disease pathogenesis: insights for new treatments. Nature Medicine 19: 156-167.
    • (2013) Nature Medicine , vol.19 , pp. 156-167
    • Miller, L.H.1    Ackerman, H.C.2    Su, X.Z.3    Wellems, T.E.4


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