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Volumn 57, Issue 5-6, 2013, Pages 1380-1394

Mathematical methodology to obtain and compare different embryo scores

Author keywords

Bootstrapping; Categorical predictors; Embryo score; Generalised linear mixed models; Generalised linear models; ROC curve

Indexed keywords

BOOTSTRAPPING; CATEGORICAL PREDICTORS; EMBRYO SCORE; LINEAR MIXED MODELS; ROC CURVES;

EID: 84873096998     PISSN: 08957177     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mcm.2012.11.027     Document Type: Article
Times cited : (11)

References (50)
  • 1
    • 0033530470 scopus 로고    scopus 로고
    • Deliveries and children born after in vitro fertilisation in Sweden 1982-95: a retrospective cohort study
    • Bergh T., Ericson A., Hillensjo T., Nygren K., Wennerholm U. Deliveries and children born after in vitro fertilisation in Sweden 1982-95: a retrospective cohort study. Lancet 1999, 354(4):1579-1585.
    • (1999) Lancet , vol.354 , Issue.4 , pp. 1579-1585
    • Bergh, T.1    Ericson, A.2    Hillensjo, T.3    Nygren, K.4    Wennerholm, U.5
  • 2
    • 0037045588 scopus 로고    scopus 로고
    • Neurological sequelae in children born after in vitro fertilisation: a population-based study
    • Stromberg B., Dahlquist G., Ericson A., Finnstrom O., Koster M., Stjernqvist K. Neurological sequelae in children born after in vitro fertilisation: a population-based study. Lancet 2002, 359(9305):461-465.
    • (2002) Lancet , vol.359 , Issue.9305 , pp. 461-465
    • Stromberg, B.1    Dahlquist, G.2    Ericson, A.3    Finnstrom, O.4    Koster, M.5    Stjernqvist, K.6
  • 3
    • 33646832585 scopus 로고    scopus 로고
    • Assisted reproductive technology surveillance-United States 2003
    • Wright V., Chang J., Jeng G., Macaluno M. Assisted reproductive technology surveillance-United States 2003. MMWR Surveillance Summaries 2006, 55(SS-4):1-22.
    • (2006) MMWR Surveillance Summaries , vol.55 , Issue.SS 4 , pp. 1-22
    • Wright, V.1    Chang, J.2    Jeng, G.3    Macaluno, M.4
  • 4
    • 0031957901 scopus 로고    scopus 로고
    • Maximizing pregnancy rates and limiting higher-order multiple conceptions by determining the optimal number of embryos to transfer based on quality
    • Hu Y., Maxson W., Hoffman D. Maximizing pregnancy rates and limiting higher-order multiple conceptions by determining the optimal number of embryos to transfer based on quality. Fertility and Sterility 1998, 69(4):650-657.
    • (1998) Fertility and Sterility , vol.69 , Issue.4 , pp. 650-657
    • Hu, Y.1    Maxson, W.2    Hoffman, D.3
  • 5
    • 0034534980 scopus 로고    scopus 로고
    • Selection of patients suitable for one-embryo transfer reduces the rate of multiple births by half without impairment of overall birth rates
    • Strandell A., Bergh C., Lundin K. Selection of patients suitable for one-embryo transfer reduces the rate of multiple births by half without impairment of overall birth rates. Human Reproduction 2000, 15(12):2520-2525.
    • (2000) Human Reproduction , vol.15 , Issue.12 , pp. 2520-2525
    • Strandell, A.1    Bergh, C.2    Lundin, K.3
  • 6
    • 0346733169 scopus 로고    scopus 로고
    • Single embryo transfer in IVF to prevent multiple pregnancies
    • Catt J., Wood T., Henman M., Jansen R. Single embryo transfer in IVF to prevent multiple pregnancies. Twin Research 2003, 6(6):536-539.
    • (2003) Twin Research , vol.6 , Issue.6 , pp. 536-539
    • Catt, J.1    Wood, T.2    Henman, M.3    Jansen, R.4
  • 8
    • 14044272827 scopus 로고    scopus 로고
    • Elective single embryo transfer (eSET) policy in the first three ivf/icsi cycles treatment cycles
    • Van Montfoort A., Dumoulin J., Land J., Coonen E., Derhaag J., Evers J. Elective single embryo transfer (eSET) policy in the first three ivf/icsi cycles treatment cycles. Human Reproduction 2005, 20(2):433-436.
    • (2005) Human Reproduction , vol.20 , Issue.2 , pp. 433-436
    • Van Montfoort, A.1    Dumoulin, J.2    Land, J.3    Coonen, E.4    Derhaag, J.5    Evers, J.6
  • 9
    • 14044254856 scopus 로고    scopus 로고
    • Single embryo transfer: a mini-review
    • Bergh C. Single embryo transfer: a mini-review. Human Reproduction 2005, 20(2):323-327.
    • (2005) Human Reproduction , vol.20 , Issue.2 , pp. 323-327
    • Bergh, C.1
  • 10
    • 33645309052 scopus 로고    scopus 로고
    • What about the remaining twins since single-embryo transfer? how far can (should) we go?
    • Neubourg D.D., Gerris J. What about the remaining twins since single-embryo transfer? how far can (should) we go?. Human Reproduction 2006, 21(4):843-846.
    • (2006) Human Reproduction , vol.21 , Issue.4 , pp. 843-846
    • Neubourg, D.D.1    Gerris, J.2
  • 11
    • 0026592306 scopus 로고
    • The cumulative embryo score: a predictive embryo scoring technique to select the optimal number of embryos to transfer in a in vitro fertilization and embryo transfer programme
    • Steer C., Mills C., Tan S. The cumulative embryo score: a predictive embryo scoring technique to select the optimal number of embryos to transfer in a in vitro fertilization and embryo transfer programme. Human Reproduction 1992, 7(1):117-119.
    • (1992) Human Reproduction , vol.7 , Issue.1 , pp. 117-119
    • Steer, C.1    Mills, C.2    Tan, S.3
  • 12
    • 0027232472 scopus 로고
    • Relationship between embryo morphology and implantation rate after in vitro fertilization treatment in conception cycles
    • Shulman A., Ben-Nun I., Ghetler Y., Kaneti H., Shilon M., Beyth Y. Relationship between embryo morphology and implantation rate after in vitro fertilization treatment in conception cycles. Fertility and Sterility 1993, 60(1):123-126.
    • (1993) Fertility and Sterility , vol.60 , Issue.1 , pp. 123-126
    • Shulman, A.1    Ben-Nun, I.2    Ghetler, Y.3    Kaneti, H.4    Shilon, M.5    Beyth, Y.6
  • 13
    • 0028792056 scopus 로고
    • Embryo score to predict implantation after in vitro fertilization: based on 957 single embryo transfers
    • Giorgetti C., Terriou P., Auquier P., Hans E., Spach J., Salzmann J., Roulier R. Embryo score to predict implantation after in vitro fertilization: based on 957 single embryo transfers. Human Reproduction 1995, 10(9):2427-2431.
    • (1995) Human Reproduction , vol.10 , Issue.9 , pp. 2427-2431
    • Giorgetti, C.1    Terriou, P.2    Auquier, P.3    Hans, E.4    Spach, J.5    Salzmann, J.6    Roulier, R.7
  • 15
    • 0035138041 scopus 로고    scopus 로고
    • Human embryos with unevenly sized blastomeres have lower pregnancy and implantation rates: indications for aneuploidy and multinucleation
    • Hardarson T., Hanson C., Sjogren A., Lundin K. Human embryos with unevenly sized blastomeres have lower pregnancy and implantation rates: indications for aneuploidy and multinucleation. Human Reproduction 2001, 16(2):313-318.
    • (2001) Human Reproduction , vol.16 , Issue.2 , pp. 313-318
    • Hardarson, T.1    Hanson, C.2    Sjogren, A.3    Lundin, K.4
  • 16
    • 0035109760 scopus 로고    scopus 로고
    • Embryo score is a better predictor of pregnancy than the number of transferred embryos or female age
    • Terriou P., Sapin C., Giorgetti C., Hans E., Spach J., Roulier R. Embryo score is a better predictor of pregnancy than the number of transferred embryos or female age. Fertility and Sterility 2001, 75(3):525-531.
    • (2001) Fertility and Sterility , vol.75 , Issue.3 , pp. 525-531
    • Terriou, P.1    Sapin, C.2    Giorgetti, C.3    Hans, E.4    Spach, J.5    Roulier, R.6
  • 17
    • 0036009804 scopus 로고    scopus 로고
    • A prediction model for selecting patients undergoing in vitro fertilization for elective single embryo transfer
    • Hunault C., Eijkemans M., Pieters M., Velde E.te, Habbema J., Fauser B., Macklon N. A prediction model for selecting patients undergoing in vitro fertilization for elective single embryo transfer. Fertility and Sterility 2002, 77(4):725-732.
    • (2002) Fertility and Sterility , vol.77 , Issue.4 , pp. 725-732
    • Hunault, C.1    Eijkemans, M.2    Pieters, M.3    Velde, E.4    Habbema, J.5    Fauser, B.6    Macklon, N.7
  • 18
    • 33846545722 scopus 로고    scopus 로고
    • Construction of an evidence-based integrated morphology cleavage embryo score for implantation potential of embryos scored and transferred on day 2 after oocyte retrieval
    • Holte J., Berglund L., Milton K., Garello C., Gennarelli G., Revelli A., Bergh T. Construction of an evidence-based integrated morphology cleavage embryo score for implantation potential of embryos scored and transferred on day 2 after oocyte retrieval. Human Reproduction 2007, 22(2):548-557.
    • (2007) Human Reproduction , vol.22 , Issue.2 , pp. 548-557
    • Holte, J.1    Berglund, L.2    Milton, K.3    Garello, C.4    Gennarelli, G.5    Revelli, A.6    Bergh, T.7
  • 19
    • 0035130981 scopus 로고    scopus 로고
    • Calculating the implantation potential of day 3 embryos in women younger than 38 years of age: a new model
    • Van Royen E., Mangelschots K., De Neubourg D., Laureys I., Ryckaert G., Gerris J. Calculating the implantation potential of day 3 embryos in women younger than 38 years of age: a new model. Human Reproduction 2001, 16(2):326-332.
    • (2001) Human Reproduction , vol.16 , Issue.2 , pp. 326-332
    • Van Royen, E.1    Mangelschots, K.2    De Neubourg, D.3    Laureys, I.4    Ryckaert, G.5    Gerris, J.6
  • 21
    • 0037674976 scopus 로고    scopus 로고
    • The biological basis of non-invasive strategies for selection of human oocytes and embryos
    • Scott L. The biological basis of non-invasive strategies for selection of human oocytes and embryos. Human Reproduction 2003, 9(3):237-249.
    • (2003) Human Reproduction , vol.9 , Issue.3 , pp. 237-249
    • Scott, L.1
  • 22
  • 23
    • 0038350959 scopus 로고    scopus 로고
    • Selection based on morphological assessment of oocytes and embryos at different stages of preimplantation development: a review
    • Ebner T., Moser M., Sommergruber M., Tews G. Selection based on morphological assessment of oocytes and embryos at different stages of preimplantation development: a review. Human Reproduction Update 2003, 9(3):51-262.
    • (2003) Human Reproduction Update , vol.9 , Issue.3 , pp. 51-262
    • Ebner, T.1    Moser, M.2    Sommergruber, M.3    Tews, G.4
  • 25
    • 33845629889 scopus 로고    scopus 로고
    • Morphologic parameters of early cleavage-stage embryos that correlate with fetal development and delivery: prospective and applied data for increased pregnancy rates
    • Scott L., Finn A., O'Leary T., McLellan S., Hill J. Morphologic parameters of early cleavage-stage embryos that correlate with fetal development and delivery: prospective and applied data for increased pregnancy rates. Human Reproduction 2007, 22(1):230-240.
    • (2007) Human Reproduction , vol.22 , Issue.1 , pp. 230-240
    • Scott, L.1    Finn, A.2    O'Leary, T.3    McLellan, S.4    Hill, J.5
  • 26
    • 0036153313 scopus 로고    scopus 로고
    • Embryo morphology, cumulative embryo score, and outcome in an oocyte in vitro maturation program
    • Child T., Abdul-Jalil A., Tan S. Embryo morphology, cumulative embryo score, and outcome in an oocyte in vitro maturation program. Fertility and Sterility 2002, 77(2):424-425.
    • (2002) Fertility and Sterility , vol.77 , Issue.2 , pp. 424-425
    • Child, T.1    Abdul-Jalil, A.2    Tan, S.3
  • 27
    • 0029052206 scopus 로고
    • Cumulative number and morphological score of embryos resulting in success: realistic expectations from in vitro fertilization-embryo transfer
    • Copperman A., Selick C., Grunfeld L., Sandler B., Bustillo M. Cumulative number and morphological score of embryos resulting in success: realistic expectations from in vitro fertilization-embryo transfer. Fertility and Sterility 1995, 64(1):88-92.
    • (1995) Fertility and Sterility , vol.64 , Issue.1 , pp. 88-92
    • Copperman, A.1    Selick, C.2    Grunfeld, L.3    Sandler, B.4    Bustillo, M.5
  • 28
    • 0022978937 scopus 로고
    • A formula for scoring human embryo growth rates in vitro fertilization: its value in predicting pregnancy and in comparison with visual estimates of embryo quality
    • Cummins J., Breen T., Harrison K., Shaw J., Wilson L., Hennessey J. A formula for scoring human embryo growth rates in vitro fertilization: its value in predicting pregnancy and in comparison with visual estimates of embryo quality. Journal of In vitro Fertilization and Embryo Transfer 1986, 3(5):284-295.
    • (1986) Journal of In vitro Fertilization and Embryo Transfer , vol.3 , Issue.5 , pp. 284-295
    • Cummins, J.1    Breen, T.2    Harrison, K.3    Shaw, J.4    Wilson, L.5    Hennessey, J.6
  • 30
    • 0027451846 scopus 로고
    • The applicability of the cumulative embryo score system for embryo selection and quality control in an in vitro fertilization/embryo transfer programme
    • Visser D., Fourie F. The applicability of the cumulative embryo score system for embryo selection and quality control in an in vitro fertilization/embryo transfer programme. Human Reproduction 1993, 8(10):1719-1722.
    • (1993) Human Reproduction , vol.8 , Issue.10 , pp. 1719-1722
    • Visser, D.1    Fourie, F.2
  • 32
    • 84855883457 scopus 로고    scopus 로고
    • R Development Core Team, R: A Language and Environment for Statistical Computing
    • R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0 (2009). URL:
    • R Development Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0 (2009). URL: http://www.R-project.org.
  • 33
    • 78651092000 scopus 로고    scopus 로고
    • ROCR: Visualizing the performance of scoring classifiers.
    • R package version 1.0-2 (2007). URL:
    • T. Sing, O. Sander, N. Beerenwinkel, T. Lengauer, ROCR: Visualizing the performance of scoring classifiers., r package version 1.0-2 (2007). URL: http://rocr.bioinf.mpi-sb.mpg.de/.
    • Sing, T.1    Sander, O.2    Beerenwinkel, N.3    Lengauer, T.4
  • 37
    • 36049018972 scopus 로고    scopus 로고
    • lme4: Linear mixed-effects models using S4 classes, r package version 0.999999-0 (2012). URL:
    • D. Bates, M. Maechler, B. Bolker, lme4: Linear mixed-effects models using S4 classes, r package version 0.999999-0 (2012). URL: http://CRAN.R-project.org/package%3Dlme4.
    • Bates, D.1    Maechler, M.2    Bolker, B.3
  • 38
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T. An introduction to ROC analysis. Pattern Recognition Letters 2006, 27(8):861-874.
    • (2006) Pattern Recognition Letters , vol.27 , Issue.8 , pp. 861-874
    • Fawcett, T.1
  • 40
    • 38849153232 scopus 로고    scopus 로고
    • A linear regression framework for receiver operating characteristic(roc) curve analysis
    • Zhang Z., Pepe M. A linear regression framework for receiver operating characteristic(roc) curve analysis. Tech. rep., Join COBRA 2005.
    • (2005) Tech. rep., Join COBRA
    • Zhang, Z.1    Pepe, M.2
  • 41
    • 0020524559 scopus 로고
    • A method of comparing the areas under receiver operating characteristic curves derived from the same cases
    • Hanley J.A., McNeil B.J. A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiologhy 1983, 148(3):839-843.
    • (1983) Radiologhy , vol.148 , Issue.3 , pp. 839-843
    • Hanley, J.A.1    McNeil, B.J.2
  • 43
    • 70349251686 scopus 로고    scopus 로고
    • Simple and canonical correspondence analysis using the R package anacor
    • J. De Leeuw, P. Mair, Simple and canonical correspondence analysis using the R package anacor, Journal of Statistical Software 31 (5) (2009) 1-18. URL: http://www.jstatsoft.org/v31/i05/.
    • (2009) Journal of Statistical Software , vol.31 , Issue.5 , pp. 1-18
    • De Leeuw, J.1    Mair, P.2
  • 44
    • 0030875364 scopus 로고    scopus 로고
    • Embryo morphology or cleavage stage: how to select the best embryos for transfer after in-vitro fertilization
    • Ziebe S., Petersen K., Lindenberg S., Andersen A.G., Gabrielsen A., Andersen A.N. Embryo morphology or cleavage stage: how to select the best embryos for transfer after in-vitro fertilization. Human Reproduction 1997, 12(7):1545-1549.
    • (1997) Human Reproduction , vol.12 , Issue.7 , pp. 1545-1549
    • Ziebe, S.1    Petersen, K.2    Lindenberg, S.3    Andersen, A.G.4    Gabrielsen, A.5    Andersen, A.N.6
  • 45
    • 0033799962 scopus 로고    scopus 로고
    • Impact of reducing the number of embryos transferred from three to two in women under the age of 35 who produced three or more high-quality embryos
    • Dean N.L., Phillips S.J., Buckett W.M., Biljan M.M., Tan S.L. Impact of reducing the number of embryos transferred from three to two in women under the age of 35 who produced three or more high-quality embryos. Fertility and Sterility 2000, 74(4):820-823.
    • (2000) Fertility and Sterility , vol.74 , Issue.4 , pp. 820-823
    • Dean, N.L.1    Phillips, S.J.2    Buckett, W.M.3    Biljan, M.M.4    Tan, S.L.5
  • 46
    • 0034817215 scopus 로고    scopus 로고
    • The Graduated Embryo Score (GES) predicts blastocyst formation and pregnancy rate from cleavage-stage embryos
    • Fisch J.D., Rodriguez H., Ross R., Overby G., Sher G. The Graduated Embryo Score (GES) predicts blastocyst formation and pregnancy rate from cleavage-stage embryos. Human Reproduction 2001, 16(9):1970-1975.
    • (2001) Human Reproduction , vol.16 , Issue.9 , pp. 1970-1975
    • Fisch, J.D.1    Rodriguez, H.2    Ross, R.3    Overby, G.4    Sher, G.5
  • 47
    • 24944442521 scopus 로고    scopus 로고
    • Nuclear status of four-cell preembryos predicts implantation potential in in vitro fertilization treatment cycles
    • Saldeen P., Sundstrom P. Nuclear status of four-cell preembryos predicts implantation potential in in vitro fertilization treatment cycles. Fertility and Sterility 2005, 84:584-589.
    • (2005) Fertility and Sterility , vol.84 , pp. 584-589
    • Saldeen, P.1    Sundstrom, P.2
  • 48
    • 0346219238 scopus 로고    scopus 로고
    • Fish analysis for chromosomes 13, 16, 18, 21, 22, x and y in all blastomeres of ivf pre-embryos from 144 randomly selected donated human oocytes and impact on pre-embryo morphology
    • Ziebe S., Lundin K., Loft A., Bergh C., Nyboe Andersen A., Selleskog U., Nielsen D., Grãndahl C., Kim H., Arce J. Fish analysis for chromosomes 13, 16, 18, 21, 22, x and y in all blastomeres of ivf pre-embryos from 144 randomly selected donated human oocytes and impact on pre-embryo morphology. Human Reproduction 2003, 18(12):2575-2581.
    • (2003) Human Reproduction , vol.18 , Issue.12 , pp. 2575-2581
    • Ziebe, S.1    Lundin, K.2    Loft, A.3    Bergh, C.4    Nyboe Andersen, A.5    Selleskog, U.6    Nielsen, D.7    Grãndahl, C.8    Kim, H.9    Arce, J.10
  • 49
    • 0035067866 scopus 로고    scopus 로고
    • A microscopic and biochemical study of fragmentation phenotypes in stage-appropriate human embryos
    • Blerkom J.V., Davis P., Alexander S. A microscopic and biochemical study of fragmentation phenotypes in stage-appropriate human embryos. Human Reproduction 2001, 16(4):719-729.
    • (2001) Human Reproduction , vol.16 , Issue.4 , pp. 719-729
    • Blerkom, J.V.1    Davis, P.2    Alexander, S.3
  • 50
    • 0033045784 scopus 로고    scopus 로고
    • Human embryo fragmentation in vitro and its implications for pregnancy and implantation
    • Alikani M., Cohen J., Tomkin G., Garrisi G.J., Mack C., Scott R.T. Human embryo fragmentation in vitro and its implications for pregnancy and implantation. Fertility and Sterility 1999, 71(5):836-842.
    • (1999) Fertility and Sterility , vol.71 , Issue.5 , pp. 836-842
    • Alikani, M.1    Cohen, J.2    Tomkin, G.3    Garrisi, G.J.4    Mack, C.5    Scott, R.T.6


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