/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 13 Suppose an MRI scan indicates th... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

Suppose an MRI scan indicates that cross-sectional areas of adjacent slices of a tumor are as given in the table. Use Simpson's Rule to estimate the volume. $$\begin{array}{|l|c|c|c|c|c|c|} \hline x(\mathrm{cm}) & 0.0 & 0.1 & 0.2 & 0.3 & 0.4 & 0.5 \\ \hline A(x)\left(\mathrm{cm}^{2}\right) & 0.0 & 0.1 & 0.2 & 0.4 & 0.6 & 0.4 \\\ \hline \end{array}$$ $$\begin{array}{|l|l|l|l|l|l|} \hline x(\mathrm{cm}) & 0.6 & 0.7 & 0.8 & 0.9 & 1.0 \\ \hline A(x)\left(\mathrm{cm}^{2}\right) & 0.3 & 0.2 & 0.2 & 0.1 & 0.0 \\ \hline \end{array}$$

Short Answer

Expert verified
The estimated volume of the tumor is 0.15 cm³.

Step by step solution

01

Understand Simpson's Rule

Simpson's Rule is a method of numerical integration that is used to estimate the value of a definite integral. It works by fitting a quadratic function to the integrand's curve over each interval and then adding up the areas under these parabolas. For an equal spacing of h units and 'n' intervals, Simpson's Rule can be written as: \[ V = \frac{h}{3} [f(x_0) + 4f(x_1) + 2f(x_2) + 4f(x_3) + ... + 4f(x_{n-1}) + f(x_n)] \]
02

Identify Values from The Table

From the given table, the thickness of the slices 'h' is 0.1 cm and Function values are corresponding cross-sectional areas which is as follows: \(x_0 = 0, x_1 = 0.1, x_2 = 0.2\) and so on till x_10 = 1.0. Also, f(x_0) = 0.0, f(x_1) = 0.1, f(x_2) = 0.2 and so on till f(x_10) = 0.0.
03

Apply Simpson's Rule

Plugging in the values into the formula, we can calculate:\[ V = \frac{0.1}{3} [0.0 + 4(0.1) + 2(0.2) + 4(0.4) + 2(0.6) + 4(0.4) + 2(0.3) + 4(0.2) + 2(0.2) + 4(0.1) + 2(0.0)] \]Solving the above expression, the estimated volume of the tumor will be obtained.
04

Calculate The Volume

Solving the expression obtained in previous step, we get,\[ V = \frac{0.1}{3} * 4.4 = 0.15 cm^3\]

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91Ó°ÊÓ!

Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Numerical Integration
Numerical integration is an essential tool in mathematics, especially when dealing with functions that are difficult to integrate analytically. The main goal of numerical integration is to compute an approximation to the value of a definite integral. Practically, this process is like finding the total area under a curve between two points when the function's antiderivative is complex or unknown.

There are various methods for numerical integration, with Simpson's Rule being a popular choice due to its accuracy and ease of implementation. Simpson's Rule is particularly useful when you have a set of evenly spaced data points and the function values at those points, but not the function itself. It’s a technique that fits a series of parabolas to sections of the curve to estimate the area underneath it. This approach is more accurate than using straight lines (as in the trapezoidal rule) because it better approximates the curvature of most functions.
Definite Integral Estimation
When we talk about estimating a definite integral, we're measuring the accumulation of a quantity, such as area or volume, within specific limits. Simpson's Rule is one of the methods that helps in this estimation when the exact integral is hard to determine.

To use Simpson's Rule, you divide the interval of integration into smaller subintervals and use quadratic polynomials to estimate the area under the curve for each subinterval. Summing up these areas will give you the total estimated value for your definite integral. It's a method that balances ease and accuracy, making it well-suited for many practical problems in calculus.
Volume Estimation Calculus
Calculus provides powerful techniques for estimating volumes, especially for shapes with irregularities that defy standard geometric formulas. In the context of volume estimation, Simpson's Rule can be adapted to estimate the volume of a solid by treating the cross-sectional areas as the function values.

In the context of the exercise, the cross-section areas of a tumor at different points are used with Simpson's Rule to approximate the total volume. You can imagine this as stacking up slices to form the whole tumor, with each slice representing a small part of the volume. Applying calculus, we can turn these individual areas into an estimate for the complete volume, providing a highly valuable tool in medical imaging, engineering, and other fields.
Calculating Tumor Volume
Calculating the volume of a tumor is critical for medical diagnosis, treatment planning, and tracking the progress of diseases. Using numerical integration methods, such as Simpson's Rule, radiologists and physicians can estimate tumor volumes based on MRI scans or other imaging modalities. These cross-sectional images provide the necessary data points to apply Simpson's Rule.

In the textbook exercise, we utilize the cross-sectional areas of a tumor at specific intervals to estimate the volume using Simpson's Rule. The accuracy of Simpson’s Rule in such cases makes it an invaluable method in medical analysis, helping medical professionals to make informed decisions. It's vital for students to understand the application of these mathematical theories in real-world scenarios, which underscores the power and utility of mathematics in life-saving medical practices.

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

The Maxwell-Boltzmann pdf for molecular speeds in a gas at equilibrium is \(f(x)=a x^{2} e^{-b^{2} x^{2}},\) for positive parameters \(a\) and b. Find the most common speed fi.e., find \(x\) to maximize \(f(x)\) ).

If the probability of an event is \(p\), the probability that it will happen \(m\) times in \(n\) tries is \(f(p)=\frac{n !}{m !(n-m) !} p^{m}(1-p)^{n-m}\) Find the value of \(p\) that maximizes \(f(p) .\) This is called the maximum likelihood estimator of \(p .\) Briefly explain why your answer makes sense.

Suppose that the triangle with vertices (-1,-1),(0,1) and (1,-1) is revolved about the \(y\) -axis. Show that the volume of the resulting solid is \(\frac{2}{3} \pi\)

In one version of the game of keno, you choose 10 numbers between I and \(80 .\) A random drawing selects 20 numbers between 1 and 80. Your payoff depends on how many of your numbers are selected. Use the given probabilities (rounded to 4 digits) to find the probability of each event indicated below. (To win, at least 5 of your numbers must be selected. On a \(\$ 2\) bet, you win \(\$ 40\) or more if 6 or more of your numbers are selected.) $$\begin{array}{|l|l|l|l|l|l|} \hline \text { Number selected } & 0 & 1 & 2 & 3 & 4 \\ \hline \text { Probability } & 0.0458 & 0.1796 & 0.2953 & 0.2674 & 0.1473 \\ \hline \end{array}$$ $$\begin{array}{|l|l|l|l|l|l|l|} \hline \text { Number selected } & 5 & 6 & 7 & 8 & 9 & 10 \\ \hline \text { Probability } & 0.0514 & 0.0115 & 0.0016 & 0.0001 & 0.0 & 0.0 \\\ \hline \end{array}$$ (a) winning (at least 5 selected) (b) losing ( 4 or fewer selected) (c) winning big (6 or more) (d) 3 or 4 numbers selected

Let \(R\) be the region bounded by \(y=x, y=-x\) and \(x=1\) Compute the volume of the solid formed by revolving \(R\) about the given line. (a) the \(x\) -axis (b) the \(y\) -axis (c) \(y=1\) (d) \(y=-1\)

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.