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Chapter 2 Normal Two- and Three-Dimensional Neurosonography of the Prenatal Brain
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80. Jeanty P, Chervenak FA, Romero R, et al. The sylvian fissure: A commonly mislabeled cranial landmark. J Ultrasound Med. 1984;3:15–18.
81. Mahony BS, Callen PW, Tilly RA. The fetal cisterna magna. Radiology. 1984;153:73–76.
82. Bromley B, Nadel AS, Parker S, Estroff JA, Benacerraf BR. Closure of the cerebellar vermis: Evaluation with second trimester US. Radiology. 1994;193:761–763.
83. Goldstein I, Reece EA , Pilu G, et al. Cerebellar measurements with ultrasonography in the evaluation of fetal growth and development. Am J Obstet Gynecol. 1987;156:1065–1069.
84. Hill LM, Quzick D, Fried J, et al. The transverse cerebellar diameter in estimating gestational age in the large-for-gestational-age fetus. Obstet Gynecol. 1990;75:983–992.
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86. Dooling EC, Chi JG Gilles FH. Telencephalic development, chang­ing gyral patterns. In: Gilles FH, ed. The Developing Human Brain. Boston: Wright-PSG; 1983:94–96.
87. Worthen NJ, Gilbertson V, Lau C. Cortical sulcal development seen on sonography: Relationship to gestational parameters. J Ultrasound Med. 1986:5:153–156.
88. Salamon G, Raynaud C, Reis J, et al. Magnetic Resonance Imaging of the Pediatric Brain: An Anatomical Atlas. New York; Raven; 1990.
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90. Naidich TP, Grant JL, Altman N, et al. The developing cerebral surface: Preliminary report on the patterns of sulcal and gyral
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91. Slagle TA, Oliphant M, Gross SJ. Cingulate sulcus development in preterm infants. Pediatr Res. 1989;26:598–602.
92. Chi JG, Dooling EC, Gilles FH. Gyral development of the human brain. Ann Neurol. 1977;1:86–93.
93. Dorovini-Zis K, Dolman CL. Gestational development of the brain. Arch Pathol Lab Med. 1977;101:192–195.
94. Monteagudo A, Timor-Tritsch IE. Development of fetal gyri and sulci: a transvaginal sonographic study. Ultrasound Obstet Gynecol. 1997;9:222–228 .
95. Baba K, Jurkovic D. Three-dimensional ultrasound in obstetrics and gynecology. The Parthenon Publishing Group: 1997.
96. Nelson TR, Downey DB, Pretorius DH, et al. Three-dimensional ultrasound. Philadelphia: Loppincott, Williams & Wilkins: 1999.
97. Blaas HG, Eik-Nes SH, Berg S. Three-dimensional fetal ultrasound. Baillieries Best Pract Res Clin Obstet Gynecol. 2000;14:611–627.
98. Timor-Tritsch IE, Monteagudo A. Three and four-dimensional ultrasound in obstetrics and gynecology. Curr Opin Obstet Gynecol. 2007;19:157–175.
99. Abuhamad AZ. Standarization of 3-dimensional volumes in obstet­ric sonography: A required step for training and automation. J Ultrasound Med. 2005;24:397–401.
100. Gonçalves LF, Lee W, Espinoza J, Romero R. Three and 4-dimen­sional ultrasound in obstetric practice: Does it help? J Ultrasound Med. 2005:24:1599–1624.
101. Monteagudo A, Timor-Tritsch IE, Mayberry P. Three dimensional transvaginal neurosonography of the fetal brain: “Navigating” in the volume scan. Ultrasound Obstet Gynecol. 2000;16:307–313.
102. Merz E, Benoit B, Blaas HG, et al. Standarization of three-dimen­sional images in obstetrics and gynecology: Consensus statement. Ultrasound Obstet Gynecol. 2007;29:697–703.
103. Pilu G, Segata M, Ghi T, et al. Diagnosis of midline anomalies of the fetal brain with the three-dimensional median view. Ultrasound Obstet Gynecol. 2006;27:522–529.
104. Correa F, Lara C, Bellver J, Remohi J, Pellicer A, Serra V. Examination of the fetal brain by transabdominal three dimensional ultrasound: potential for routine neurosonographic studies. Ultrasound Obstet Gynecol 2006;27:503–508.
105. Plasencia W, Dagklis T, Borenstein M, Csapo B, Nicolaides KH. Assessment of the corpus callosum at 20–24 weeks’ gestation by three-dimensional ultrasound exaination. Ultrasound Obstet Gynecol. 2007;30:169–172.
106. Viñals F, Muñoz M, Naveas R, Giuliano A. Transfrontal three dimen­sional visualization of the midline cerebral structures. Ultrasound Obstet Gynecol. 2007;30:162–168.
107. Bornstein E, Monteagudo A, Santos R, Keeler SM, Timor-Tritsch IE. A systematic technique using 3-dimensional ultrasound provides a simple and reproducible mode to evaluate the corpus callosum. Am J Obstet Gynecol. 2010;202(2):201.e1–5.
108. Pilu G, Ghi T, Carletti A, Segata M, Perolo A, Rizzo N. Three­dimensional ultrasound examination of the fetal central nervous system. Ultrasound Obstet Gynecol. 2007;30:233–245.
109. Malinger G, Lerman-Sagie T, Viñals F. Three-dimensional sagittal reconstruction of the corpus callosum: fact or artifact? Ultrasound
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110. Denkhaus H, Winsberg F. Ultrasonic measurement of the fetal ven­tricular system. Radiology. 1979;131:781–787.
111. Cardoza JD, Goldstein RB, Filly RA. Exclusion of fetal ventriculom­egaly with a single measurement: The width of the lateral ventricular atrium. Radiology. 1988;169:711–714.
112. Goldstein I, Reece EA, Pilu G, et al. Sonographic evaluation of the normal developmental anatomy of the fetal cerebral ventricles. 1: The frontal horn. Obstet Gynecol. 1988;72:588–592.
113. Goldstein I, Reece EA, Pilu G, et al. Sonographic evaluation of the normal developmental anatomy of the fetal cerebral ventricles. 4: The posterior horn. Am J Perinatol. 1990;7:79–83.
114. Timor-Tritsch I.E, Monteagudo A, Mayberry P. Three-dimensional ultrasound evaluation of the fetal brain: the three horn view. Ultrasound Obstet Gynecol. 2000;16:302–306.
115. Ruano R, Benachi A, Aubry M, Dumez Y, Dommergues M. Volume contrast imaging: A new approach to identify fetal thoracic struc­tures. J Ultrasound Med. 2004;23:403–408.
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Chapter 2 Normal Two- and Three-Dimensional Neurosonography of the Prenatal Brain
116. Viñals F, Munoz M, Naveas R, Schalper J, Giuliano S. The fetal cer­ebellar vermis: anatomy and biometry assessment using 4D volume contrast imaging in the C-plane (VCI-C). Ultrasound Obstet Gynecol. 2005;26:622–627.
117. Pretorius DH, Nelson TR. Prenatal visualization of cranial sutures and fontanelles with three-dimensional ultrasonography. J Ultrasound Med. 1994;13:871–876.
118. Dikkeboom CM, Roelfsema NM, Van Adrichem LN, Wladimiroff JW. The role of three-dimensional ultrasound in visualizing the fetal cranial sutures and fontanels during the second half of pregnancy. Ultrasound Obstet Gynecol. 2004;24:134–140.
119. Chang CH, Yu CH, Ko HC. Three-dimensional power Doppler ultrasound for the assessment of the fetal brain blood flow in normal gestation. Ultrasound Med Biol. 2003;29:1273–1279.
120. Pooh RK, Pooh KH. The assessment of fetal brain morphology and circulation by transvaginal 3D sonography power Doppler. J Perinat Med. 2002;30:48–56.
121. Benacerraf BR. Inversion mode display of 3D sonography: Applications in obstetrics and gynecology imaging. Am J Roentgenol . 2006;187:965–997.
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Chapter 3

BIOMETRY OF THE FETAL BRAIN

Natan Haratz-Rubinstein ● Ana Monteagudo ● Ilan E. Timor-Tritsch
INTRODUCTION
Prenatal diagnosis should be instituted accurately and early enough to achieve an excellent level of care of the obstetric patient. Ultrasonography, with its increasingly better resolution and image quality, is making it easier for health care providers to make appropriate management decisions. Assessing whether a structure is normal or abnormal may not always be feasible, but if doubt exists regarding its normalcy, it must be carefully and diligently pursued. In addition, several measurements, such as the biparietal diameter (BPD) and the head circumference (HC), can be used to determine the gestational age of a fetus, especially during the first half of pregnancy. Correct estimation of gestational age is of paramount importance because adequate management of both low- and high-risk obstetric populations relies heavily on knowing the precise gestational age.
The tables in this chapter have been compiled from the literature for the sole purpose of serving as an easy reference against which measurements can be compared. An attempt has been made to include as many tables of different parameters as possible. These tables, assembled in a single chapter, will allow the sonographer or sonolo­gist to more easily make the differentiation between normal and abnormal measurements, without having to search different textbooks and articles for a particular measurement.
This chapter is divided into four main sections. The first, crown-rump length (CRL), although not a brain or head measurement, is included to provide a means of predicting embryonic or fetal age. This parameter is of obvious impor­tance and eliminates the need to turn to another source.
The second section, dealing with head measurements, can be used not only to date the pregnancy but also to aid in the diagnosis of microcephaly and alterations in fetal head shape. This section also includes measurements of orbital diameters, which can be of help in the diagnosis of eye pathology.
The third section provides a variety of tables con­cerning the different portions of the fetal ventricular system, mainly for the purpose of making early diagnosis of ventriculomegaly possible. Congenital hydrocephaly is one of the most frequently described anomalies, with an incidence of 0.3 to 1.5 per 1000 births. The importance
of in utero detection of this anomaly cannot be overem­phasized. This section also includes tables that we have generated using the transvaginal-transfontanelle approach to the fetal brain using 5 to 7.5 MHz transvaginal probes. These tables enhance and complement the widely accepted transabdominally generated tables, thereby advancing the field of fetal neurosonography and giving new meaning to the term early diagnosis .
The fourth and final section includes measurements of other intracranial structures, such as the thalami, basal nuclei, cerebellum, and cerebellomedullary cistern. These can assist the sonographer or sonologist in the diagnosis of pathologies such as Dandy-Walker and Arnold-Chiari malformations.
This chapter attempts to provide the reader with a unique reference guide to fetal brain measurements.
CROWN-RUMP LENGTH
Definition
The CRL represents the longest measurable length of the embryo or fetus, excluding the inferior limbs or the yolk
1 , 2
sac.
How to Measure It ( Figure 3–1 )
In a longitudinal scan, the CRL is measured from a point immediately over the middle of the midbrain (crown) to the embryonic or fetal rump. O’Rahilly and Müller gested that from 28 to 44 postovulatory days (6.0 to 8.5 postmenstrual weeks, * or Carnegie stages 13 to 18), the maximum longitudinal length of the embryo is not truly represented by the CRL, but by what they called the great­est length. This is explained by the fact that during these stages, the normal flexion of the embryonic head locates the middle of the midbrain below the highest point of the head. As pregnancy advances, the head extends, making
* Fetal and embryonic age is described here in reference to postmenstrual weeks. Postovulatory age is approximately 2 weeks less than postmen­strual age.
1
sug-
104
Chapter 3 Biometry of the Fetal Brain
CRL
CRL
Figure 3–1.
the middle of the midbrain match the highest point of the head and thus becoming a true “crown” reference point (see Chapters 1 and 2 ).
Comments
Although the CRL is obviously not a measurement of the brain, it will be included in this chapter as a reference for the assessment of estimated age, a parameter of utmost importance when evaluating the embryo and the fetus, and one against which most biometry tables are plot­ted. The validity of this parameter for determination of age in the first trimester has been widely reported in the literature.
2 – 4
The average of three measurements should be used to diminish random errors in the technique. The variability in predicting postmenstrual age with the CRL changes over time, with a reported range of error of ± 8% of the estimate.
2
Possible factors contributing to this range are (1) normal biologic variation in fetal size, (2) variation in the times of ovulation and fertilization, and (3) errors attributed to the measurement technique. Nevertheless, the CRL remains the gold standard mea­surement for dating pregnancy in the first trimester, with the exception of in vitro fertilization cases ( Tables 3–1 and 3–2 ).
Blaas and colleagues
5
described the use of three­dimensional (3D) transvaginal sonography to outline in detail the outer contours of embryos at 7 to 10 weeks of gestation. Using this technique, they were able to describe the contours of the brain cavities, as well as calculate volumes that corresponded well with the descriptions from classic human embryology.
HEAD MEASUREMENTS
Biparietal Diameter
Definition
The BPD represents the widest transverse dimension of the fetal head.
How to Measure It ( Figure 3–2 )
The fetal head should be imaged in a horizontal (axial) plane. The transducer should be tilted to match the angle
of inclination of the head in the vertical axis of the fetus so that a horizontal section can be obtained. This is rec­ognized by the appearance of the midline echo and the widest fetal head diameter at right angles with it. The transducer should then be rotated (following the position of the fetal spine) until the head appears as an ovoid and a small anechoic area is detected in the midline, one-third of the distance from the sinciput. colleagues,
7
this plane represents a section along the sub-
6
According to Hadlock and
occipital-bregmatic axis, angled ~40°, to the canthomeatal line. Intracranial landmarks that should be recognized in an anterior-to-posterior fashion are (see Figure 3–2 for abbreviations) the falx cerebri (F); the cavum septi pel­lucidi (CSP), which corresponds to the midline anechoic area described by Campbell and Thoms;
6
the cerebral peduncles (P); and again, the falx cerebri in the midline. Laterally, one should be able to recognize, depending on the age of the fetus, the anterior horns (AH) of the lateral ventricles, the hypoechoic thalami (T), and the choroid plexus (CP) in the atrium (A) of each lateral ventricle. Halfway between the thalami and the calvarium, a linear
3
echo corresponding to the insula (I) can be seen, with the pulsating middle cerebral artery within. Once the correct plane has been identified, the calipers should be placed at the outer surface of the skull table nearest the transducer and at the inner margin of the opposite skull table, with gain settings adjusted so that the width of the skull table nearer the transducer is 3 to 5 mm.
Comments
The BPD was one of the first sonographic parameters used to estimate fetal age. predictor of menstrual age in the first half of pregnancy, being the most accurate between 12 and 18 (± 1.2) weeks. As pregnancy progresses, the BPD loses its power to cor­rectly predict gestational age, with a margin of error of ± 3.2 weeks at 36 to 42 weeks ( Tables 3–3 and 3–4 ).
The observed variation in the third trimester has been related to (1) technical errors in imaging, (2) genetic variations in head size in fetuses of equal age, and (3) dif­ferences in the times of ovulation and fertilization during the menstrual period.
Sonographic measurement of the BPD may be mis­leading if the fetal head shape is abnormal. It has been pos­tulated that extrinsic factors such as breech presentation
8
It has been shown to be a reliable
9
Chapter 3 Biometry of the Fetal Brain
Table 3 –1. NOMOGRAM OF THE SONOGRAPHICALLY DETERMINED CROWN-RUMP LENGTH AS A
FUNCTION OF GESTATIONAL AGE
105
Postmenstrual Gestational Age (weeks + days)
CRL (mm) Postmenstrual
Gestational
Mean SD Mean SD
Age (weeks + days)
CRL (mm)
6 + 2 6.7 2.9 10 + 2 35.5 6.9
6 + 3 7.4 3.1 10 + 3 36.9 7.0
6 + 4 8.0 3.2 10 + 4 38.4 7.2
6 + 5 8.7 3.4 10 + 5 39.9 7.3
6 + 6 9.5 3.5 10 + 6 41.4 7.4
7 + 0 10.2 3.7 11 + 0 43.0 7.6
7 + 1 11.0 3.8 11 + 1 44.6 7.7
7 + 2 11.8 3.9 11 + 2 46.2 7.9
7 + 3 12.6 4.1 11 + 3 47.8 8.0
7 + 4 13.5 4.2 11 + 4 49.5 8.1
7 + 5 14.4 4.4 11 + 5 51.2 8.3
7 + 6 15.3 4.5 11 + 6 52.9 8.4
8 + 0 16.3 4.6 12 + 0 54.7 8.6
8 + 1 17.3 4.8 12 + 1 56.5 8.7
8 + 2 18.3 4.9 12 + 2 58.3 8.8
8 + 3 19.3 5.1 12 + 3 60.1 9.0
8 + 4 20.4 5.2 12 + 4 62.0 9.1
8 + 5 21.5 5.3 12 + 5 63.9 9.3
8 + 6 22.6 5.5 12 + 6 65.9 9.4
9 + 0 23.8 5.6 13 + 0 67.8 9.5
9 + 1 25.0 5.8 13 + 1 69.8 9.7
9 + 2 26.2 5.9 13 + 2 71.8 9.8
9 + 3 27.4 6.0 13 + 3 73.9 10.0
9 + 4 28.7 6.2 13 + 4 76.0 10.1
9 + 5 30.0 6.3 13 + 5 78.1 10.2
9 + 6 31.3 6.5 13 + 6 80.2 10.4
10 + 0 32.7 6.6 14 + 0 82.4 10.5
10 + 1 34.0 6.7
CRL, crown-rump length; SD, standard deviation.
Reproduced, with permission, from Robinson HP, 1975.
3
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Chapter 3 Biometry of the Fetal Brain
Table 3–2. PREDICTED MENSTRUAL AGE FROM CROWN-RUMP LENGTH MEASUREMENTS
CRL (cm) MA (weeks) CRL (cm) MA (weeks) CRL (cm) MA (weeks)
0.2 5.7 4.2 11.1 8.2 14.2
0.3 5.9 4.3 11.2 8.3 14.2
0.4 6.1 4.4 11.2 8.4 14.3
0.5 6.2 4.5 11.3 8.5 14.4
0.6 6.4 4.6 11.4 8.6 14.5
0.7 6.6 4.7 11.5 8.7 14.6
0.8 6.7 4.8 11.6 8.8 14.7
0.9 6.9 4.9 11.7 8.9 14.8
1.0 7.2 5.0 11.7 9.0 14.9
1.1 7.2 5.1 11.8 9.1 15.0
1.2 7.4 5.2 11.9 9.2 15.1
1.3 7.5 5.3 12.0 9.3 15.2
1.4 7.7 5.4 12.0 9.4 15.3
1.5 7.9 5.5 12.1 9.5 15.3
1.6 8.0 5.6 12.2 9.6 15.4
1.7 8.1 5.7 12.3 9.7 15.5
1.8 8.3 5.8 12.3 9.8 15.6
1.9 8.4 5.9 12.4 9.9 15.7
2.0 8.6 6.0 12.5 10.0 15.9
2.1 8.7 6.1 12.6 10.1 16.0
2.2 8.9 6.2 12.6 10.2 16.1
2.3 9.0 6.3 12.7 10.3 16.2
2.4 9.1 6.4 12.8 10.4 16.3
2.5 9.2 6.5 12.8 10.5 16.4
2.6 9.4 6.6 12.9 10.6 16.5
2.7 9.5 6.7 13.0 10.7 16.6
2.8 9.6 6.8 13.1 10.8 16.7
2.9 9.7 6.9 13.1 10.9 16.8
3.0 9.9 7.0 13.2 11.0 16.9
3.1 10.0 7.1 13.3 11.1 17.0
3.2 10.1 7.2 13.4 11.2 17.1
3.3 10.2 7.3 13.4 11.3 17.2
3.4 10.3 7.4 13.5 11.4 17.3
(continued)
Chapter 3 Biometry of the Fetal Brain
107
Table 3–2. PREDICTED MENSTRUAL AGE FROM CROWN-RUMP LENGTH MEASUREMENTS (CONTINUED)
CRL (cm) MA (weeks) CRL (cm) MA (weeks) CRL (cm) MA (weeks)
3.5 10.4 7.5 13.6 11.5 17.4
3.6 10.5 7.6 13.7 11.6 17.5
3.7 10.6 7.7 13.8 11.7 17.6
3.8 10.7 7.8 13.8 11.8 17.7
3.9 10.8 7.9 13.9 11.9 17.8
4.0 10.9 8.0 14.0 12.0 17.9
4.1 11.0 8.1 14.1 12.1 18.0
CRL, Crown-rump length; MA, menstrual age.
Modified, with permission, from Hadlock FP, Shah YP, Kanon DJ, Lindsey JV. Fetal crown-rump length: Reevaluation of relation to menstrual age (5–18 weeks) with high-resolution real time US. Radiology. 1992;182:501–505.
and oligohydramnios can alter fetal head shape.
10 , 11
In an attempt to identify variations in the shape of the fetal skull that might adversely affect the potential of the BPD in estimating age, Hadlock and associates
12
developed the so-called cephalic index (CI). When this param­eter is abnormal, other measurements, such as the HC, abdominal circumference, or femur length, should be used to predict fetal age.
CEPHALIC INDEX
Definition
The CI is the relationship between the short and long axes of the fetal skull, measured at the level of the BPD.
X
A
I
T
AH
CSP
F
AH
T
A
I
HC
CP
P
P
CP
++
OFD
F
How to Measure It
The widest transverse and longitudinal (occipitofrontal diameter [OFD]) dimensions of the fetal skull at the level of the BPD are measured from outer margin to outer margin. The CI can then be calculated using the following simple equation:
CI = short axis (transverse)/long axis (OFD) × 100
Comments
The clinical application of the CI lies in its property to discriminate between the normal fetal head shape and the head that is abnormal enough to alter fetal age estimation based on the BPD. Thus, in situations that may modify
X
BPD
Figure 3–2.
108
Chapter 3 Biometry of the Fetal Brain
Table 3–3. PREDICTED FETAL BIPARIETAL DIAMETER AT SPECIFIC MENSTRUAL AGES
Menstrual Age (weeks)
Biparietal Diameter (cm)
12.0 1.7 26.0 6.5
12.5 1.9 26.5 6.7
13.0 2.1 27.0 6.8
13.5 2.3 27.5 6.9
14.0 2.5 28.0 7.1
14.5 2.7 28.5 7.2
15.0 2.9 29.0 7.3
15.5 3.1 30.0 7.6
16.0 3.2 30.5 7.7
16.5 3.4 31.0 7.8
17.0 3.6 31.5 7.9
17.5 3.8 32.0 8.1
18.0 3.9 32.5 8.2
18.5 4.1 33.0 8.3
19.0 4.3 33.5 8.4
19.5 4.5 34.0 8.5
20.0 4.6 34.5 8.6
20.5 4.8 35.0 8.7
21.0 5.0 35.5 8.8
21.5 5.1 36.0 8.9
22.0 5.3 36.5 8.9
22.5 5.5 37.0 9.0
23.0 5.6 37.5 9.1
23.5 5.8 38.0 9.2
24.0 5.9 38.5 9.2
24.5 6.1 39.0 9.3
25.0 6.2 39.5 9.4
25.5 6.4 40.0 9.4
Reproduced, with permission, from Hadlock and colleagues, 1984.
Menstrual Age (weeks)
Biparietal Diameter (cm)
29.5 7.5
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Chapter 3 Biometry of the Fetal Brain
Table 3–4. ASSESSMENT OF GESTATIONAL AGE FROM THE BIPARIETAL DIAMETER
Gestational Age (weeks + days)
109
Biparietal Diameter (mm)
10 7 + 0 10 + 1 13 + 1
11 7 + 2 10 + 2 13 + 3
12 7 + 3 10 + 4 13 + 4
13 7 + 5 10 + 5 13 + 5
14 7 + 6 10 + 6 14 + 0
15 8 + 1 11 + 1 14 + 1
16 8 + 2 11 + 2 14 + 3
17 8 + 4 11 + 4 14 + 4
18 8 + 5 11 + 5 14 + 6
19 9 + 0 12 + 0 15 + 0
20 9 + 1 12 + 2 15 + 2
21 9 + 3 12 + 3 15 + 3
22 9 + 4 12 + 5 15 + 5
23 9 + 6 12 + 6 16 + 0
24 10 + 1 13 + 1 16 + 1
25 10 + 2 13 + 3 16 + 3
26 10 + 4 13 + 4 16 + 5
27 10 + 6 13 + 6 17 + 0
28 11 + 0 14 + 1 17 + 1
29 11 + 2 14 + 3 17 + 3
30 11 + 4 14 + 4 17 + 5
31 11 + 6 14 + 6 18 + 0
32 12 + 1 15 + 1 18 + 1
33 12 + 3 15 + 3 18 + 3
34 12 + 4 15 + 5 18 + 5
35 12 + 6 16 + 0 19 + 0
36 13 + 1 16 + 2 19 + 2
37 13 + 3 16 + 4 19 + 4
38 13 + 5 16 + 6 19 + 6
39 14 + 0 17 + 1 20 + 1
40 14 + 2 17 + 3 20 + 3
41 14 + 4 17 + 5 20 + 5
5th Percentile 50th Percentile 95th Percentile
(continued)