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44 D. Maulik<br />

known as the Fourier PI. Subsequently, a simpler version,<br />

the peak-to-peak PI (Fig. 4.12), was introduced<br />

based on the peak systolic frequency shift (S), the<br />

end-diastolic frequency shift (D), and the temporal<br />

mean of the maximum frequency shift over one cardiac<br />

cycle (A):<br />

PI ˆ S<br />

D<br />

A<br />

…5†<br />

Almost at the same time, Pourcelot reported a similar<br />

index, called the resistance index (RI) [23]. It also<br />

gave an angle-independent measure of pulsatility:<br />

Fig. 4.12. Doppler indices derived from the maximum<br />

frequency shift envelope. S peak systolic frequency shift, D<br />

end-diastolic frequency shift, A temporal average frequency<br />

shift over one cardiac cycle. (Reprinted from [30] with permission)<br />

cycle, the ratios are vitually independent of the angle<br />

of insonation.<br />

A unique feature of the uteroplacental, umbilical,<br />

and fetal cerebral circulations is the continuing forward<br />

flow during diastole so the perfusion of vital organs<br />

is uninterrupted throughout the cardiac cycle.<br />

This feature develops progressively in the fetoplacental<br />

circulation. The essential effects of this phenomenon<br />

include not only a progressive increase in the<br />

end-diastolic component of the flow velocity but also<br />

a concomitant decrease in the pulsatility, which is the<br />

difference between the maximum systolic and enddiastolic<br />

components (Fig. 4.13). The pulsatility of<br />

the flow velocity was originally investigated using<br />

Doppler ultrasonography in the peripheral vascular<br />

system.<br />

Gosling and King were the first to develop the pulsatility<br />

index (PI) as a measure of the systolic-diastolic<br />

differential of the velocity pulse [22]. The PI was<br />

first derived from Fourier transform data and is<br />

Fig. 4.13. Concept of pulsatility of an arterial velocity<br />

waveform. Vertical axis represents the velocity magnitude.<br />

Horizontal axis represents the time<br />

RI ˆ S<br />

D<br />

S<br />

…6†<br />

where S represents the peak systolic and D the enddiastolic<br />

frequency shift. Stuart and associates [24]<br />

described a simpler index for pulsatility in which the<br />

numerator is the peak systolic frequency and the denominator<br />

is the end-diastolic frequency shift:<br />

S=D<br />

…7†<br />

where S represents the peak systolic, and D represents<br />

the end-diastolic maximum frequency shift. (Originally,<br />

it was called the A/B ratio). Because the variations<br />

in the end-diastolic frequency shift appear to be<br />

the most relevant component of the waveform, Maulik<br />

and associates [8] suggested the direct use of this parameter<br />

normalized by the mean value of the maximum<br />

frequency shift envelope over the cardiac cycle:<br />

D=A<br />

…8†<br />

There has been a proliferation of indices over the<br />

years. Most of them refer to the pulsatility of the<br />

maximum frequency shift envelope of the Doppler<br />

waveform, but some reflect various hemodynamic parameters,<br />

such as transit time broadening. For obstetric<br />

applications, assessment of the pulsatility and the<br />

end-diastolic frequency shift is of clinical importance.<br />

Comprehensive Waveform Analysis<br />

Attempts have also been made to analyze the Doppler<br />

waveform in a more comprehensive manner. Maulik<br />

and colleagues [2] described a comprehensive feature<br />

characterization of a coherently averaged Doppler<br />

waveform from the umbilical artery (Fig. 4.14). The<br />

measured parameters included the PI and the normalized<br />

systolic slope and end-diastolic velocity. In<br />

1983 Campbell and colleagues [25] reported a technique<br />

for normalization of the whole waveform,<br />

called the frequency index profile. Thompson and as-

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