Evidence explainer

Chronic disease in primary care

How X-ray, CT, Ultrasound, and MRI Build Medical Images

Each modality measures a different interaction between energy and tissue. The useful examination is the one whose signal, protocol, speed, and safety profile fit the clinical question.

Fully reviewed by Jasaman (Jasmin) Tojjar, MD, PhD

On this page
  1. An image is a measurement translated into a picture
  2. Four modalities at a glance
  3. Radiography records a projection
  4. CT reconstructs cross-sections from X-ray data
  5. Ultrasound turns echoes into moving information
  6. MRI distinguishes tissue through magnetic resonance
  7. Contrast changes what can be distinguished
  8. The clinical question selects both modality and protocol
  9. Why images sometimes do not answer the question
  10. Questions to ask before an examination

An image is a measurement translated into a picture#

Medical images look photographic, but the scanner is not simply photographing you through the skin. It sends or detects energy, measures how the body changes that signal, and reconstructs the measurements into an image.

That process has consequences. A structure can be conspicuous on one modality and difficult to distinguish on another. The protocol, body region, and contrast use can matter as much as the name of the machine. So can timing, movement, and reconstruction choices.

No modality is globally “best.” The appropriate examination depends on the clinical scenario, a principle reflected in the American College of Radiology Appropriateness Criteria.

Four modalities at a glance#

Article data table
ModalityPrimary signalIonizing radiation?A central strengthA central limitation
Radiography, commonly called X-rayTransmission of X-rays through the bodyYesFast projection imaging with strong contrast for structures such as bone and air-filled lungOverlap of three-dimensional anatomy in a projection
CTMany X-ray projections reconstructed into slicesYesRapid cross-sectional detail and flexible reconstructionMore radiation than typical radiography; protocol and contrast considerations
UltrasoundReflected high-frequency soundNoReal-time imaging, flow assessment, and portable useSound is disrupted by air and limited by bone; operator and acoustic window matter
MRIRadiofrequency response in a strong magnetic fieldNo ionizing radiationFlexible soft-tissue contrast and multiplanar imagingLonger acquisition, motion sensitivity, and a demanding magnetic-safety environment

This table is a map, not a test-selection rule. Specialized studies can use each modality in ways that go beyond the summary.

Radiography records a projection#

An X-ray beam passes through the body toward a detector. Different tissues attenuate the beam by different amounts: bone and other dense or high-atomic-number materials generally attenuate more, gas attenuates less, and the detector records whatever pattern is left.

The result compresses depth into a projection. That is efficient for many questions, but overlapping anatomy can obscure a finding or make location uncertain. Multiple views can partly address overlap.

Radiography is used for many chest, bone, dental, mammographic, and procedural questions. The examination and views are tailored to the body part and clinical concern; a normal radiograph does not exclude every injury or disease because sensitivity depends on the condition, timing, positioning, and technique.

CT reconstructs cross-sections from X-ray data#

In CT, an X-ray source and detectors acquire many measurements around the body. Mathematical reconstruction produces cross-sectional images. The slices can be viewed in different planes or combined into three-dimensional displays.

Cross-sectional separation reduces the overlap seen in a projection image. CT can acquire data quickly, which is useful in many urgent evaluations, but the appropriate protocol differs by question. A noncontrast head CT, a CT angiogram, and a multiphase abdominal CT are not interchangeable simply because they use the same scanner.

CT uses ionizing radiation. FDA describes two linked principles: justify the examination by the medical question and optimize the technique so the dose is no higher than needed for adequate information. Dose is not one fixed value for all CT studies. It changes with the protocol, your body size, the scanned region, and the equipment settings.

Ultrasound turns echoes into moving information#

An ultrasound transducer emits high-frequency sound pulses and receives echoes from boundaries where acoustic properties differ; the timing and strength of returning echoes help locate structures and form an image. Doppler methods use frequency changes to assess motion, including blood flow.

Ultrasound can show motion in real time and can be performed at the bedside. It is used for many abdominal, pelvic, obstetric, and vascular applications. It is used for cardiac, thyroid, musculoskeletal, and procedural ones.

The method needs an acoustic path. Air scatters sound, and bone blocks many conventional applications. Image quality can also depend on depth, body habitus, and how you are positioned. It can depend on the equipment and the operator's ability to obtain the required views. “No ionizing radiation” does not mean “answers every question.”

MRI distinguishes tissue through magnetic resonance#

MRI places the body in a strong static magnetic field and applies radiofrequency energy along with changing magnetic gradients. Signals emitted as excited nuclei return toward equilibrium are spatially encoded and reconstructed. In clinical MRI, hydrogen in water and fat is a major source of signal.

Sequence parameters can make tissues look different in multiple ways. That flexibility supports detailed imaging of the brain, spinal cord, and joints. It supports imaging of soft tissues, vessels, and many organs. It also means “an MRI” is not one uniform exam. The sequences must be selected for the question.

MRI does not use ionizing radiation, but it has other safety requirements. The magnetic field can move ferromagnetic objects and interact with implants or devices. Radiofrequency energy, changing gradients, and noise require screening and planning. So do enclosed space, contrast agents, and the need to remain still. An implant is not automatically safe or unsafe based on its name; the exact device and conditions must be verified by the imaging service.

Contrast changes what can be distinguished#

Contrast agents can make vessels, organs, inflammation, permeability, or other features more conspicuous. Iodinated contrast is commonly used in CT, and gadolinium-based agents are used for selected MRI questions. Ultrasound can also use contrast agents in specific settings.

Contrast is not a generic dye added to every scan. The decision depends on the diagnostic question, protocol, and allergies or prior reactions. It depends on kidney function where relevant, pregnancy status, and other clinical factors. Risk is agent- and context-specific. Give the imaging team an accurate history rather than deciding for yourself to skip or request contrast.

The clinical question selects both modality and protocol#

A clinician and radiologist consider:

The same symptom can lead to different imaging depending on examination findings and pretest probability. Conversely, some scenarios require no imaging at that point. A modality comparison without a clinical scenario cannot settle appropriateness.

Why images sometimes do not answer the question#

All imaging has boundaries. A finding may be below spatial or contrast resolution, outside the scanned area, or obscured by motion or artifact. It may be absent at that stage of disease, or nonspecific. A protocol designed for one diagnosis may not characterize another incidental finding.

Reports should identify important technical limitations when appropriate. The next step might be clinical observation, comparison with prior images, or another sequence. It might be another modality, laboratory testing, tissue sampling, or no further testing. More imaging is not automatically the solution.

Questions to ask before an examination#

If you are the one being scanned, these are reasonable things to ask:

Sources and further reading

  1. NIBIB Medical X-rays (accessed 2026-07-15)
  2. NIBIB Computed Tomography (accessed 2026-07-15)
  3. NIBIB Ultrasound (accessed 2026-07-15)
  4. NIBIB Magnetic Resonance Imaging (accessed 2026-07-15)
  5. FDA Medical X-ray Imaging benefits and risks (accessed 2026-07-15)
  6. FDA MRI Benefits and Risks (accessed 2026-07-15)
  7. ACR Appropriateness Criteria (accessed 2026-07-15)

Questions and answers

Is CT simply a more detailed X-ray?

CT uses X-rays, but it acquires many projections and reconstructs cross-sectional images. That provides different information and usually entails a different radiation dose and protocol. It is not a routine upgrade for every X-ray question.

Do ultrasound and MRI have no risks because they avoid ionizing radiation?

No. They avoid ionizing radiation, but ultrasound has application and image-quality limits, and MRI requires strict screening for the magnetic and radiofrequency environment. Contrast, sedation, and procedure-specific risks may also apply.

Can a normal scan rule out every cause of a symptom?

No. A result is bounded by the modality, protocol, timing, scanned area, image quality, and condition being considered. The report and clinical evaluation must be interpreted together.

Should previous imaging always be repeated at a new facility?

Not automatically. Prior images and reports can be valuable for comparison. Ask whether they can be transferred and whether a new examination would add information that changes care.