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Advanced Imaging Technologies in Medicine

Advanced Imaging Technologies in Medicine

7 min readFebruary 11th, 2026

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Medical imaging is one of the most consequential developments in modern healthcare. The ability to visualize internal structures, identify disease processes, and guide treatment decisions has transformed virtually every medical specialty. Conditions that once required exploratory surgery for diagnosis can now be characterized with imaging alone. Cancers that would once have been detected only at advanced stages can now be identified at very early stages where treatment is most effective. Surgical procedures that once relied on direct visualization can now be planned and guided through detailed preoperative imaging.

The pace of advancement in imaging technology has been remarkable. The X-rays that became available in the late 1800s remained the dominant imaging modality for decades. CT scanning, introduced in the 1970s, transformed the ability to evaluate cross-sectional anatomy. MRI, introduced shortly afterward, expanded soft tissue evaluation capabilities. Ultrasound moved from cumbersome large equipment to portable handheld devices. PET scanning, originally a research tool, became central to oncology and various other applications. Each generation of advancement has provided capabilities that were genuinely impossible with prior technology.

The current landscape of medical imaging is more capable and more accessible than at any prior point in medical history. Modern equipment provides higher resolution, faster scanning, and lower radiation doses than was possible even a decade ago. Specialized techniques address specific clinical questions across virtually every body region. The integration of imaging with other diagnostic information supports comprehensive evaluation of patients. The trajectory of improvement continues, with ongoing developments in artificial intelligence, molecular imaging, and various other areas suggesting further advances in coming years.

This article provides a comprehensive overview of the imaging modalities used in modern medicine, explains how each works and what it shows particularly well, discusses the evolution and current state of medical imaging, and frames how the various modalities work together to support diagnosis and treatment.

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What Medical Imaging Actually Does

Medical imaging encompasses techniques that create visual representations of internal structures and processes. Unlike examination tools that observe what is visible from the outside, imaging reveals what cannot be seen by direct examination.

The various imaging modalities use different physical principles to produce these visual representations. X-rays use ionizing radiation that passes through the body, with different tissues absorbing different amounts of radiation. CT scanning uses X-rays from multiple angles processed by computers to create cross-sectional images. MRI uses magnetic fields and radio waves to evaluate tissue characteristics. Ultrasound uses sound waves that reflect off tissue interfaces. Nuclear medicine and PET use radioactive tracers that target specific tissues or processes.

Each modality provides specific types of information. Some primarily show structure (anatomic imaging). Others show function or metabolism (functional imaging). Some show both. The combination of modalities often provides more comprehensive information than any single modality alone.

Beyond direct visualization, imaging supports specific clinical purposes. Diagnosis of conditions through identification of characteristic patterns. Staging of cancers and other conditions to guide treatment. Monitoring of treatment response over time. Detection of recurrence after initial treatment. Guidance of procedures including biopsies and various interventions. Screening for conditions in asymptomatic individuals. Planning for surgical procedures. Various other applications across essentially every medical specialty.

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X-rays: The Foundation

X-rays remain one of the most commonly used imaging modalities despite the development of more sophisticated technologies. The basic technique involves passing X-rays through the body, with different tissues absorbing different amounts based on their density.

The resulting images show structures based on their density. Bones, with high calcium content, appear white. Air, in the lungs and various other locations, appears black. Soft tissues fall in between, with different shades of gray distinguishing different structures.

X-rays excel at evaluation of bones, where the density contrast supports identification of fractures, dislocations, and various other findings. Chest X-rays remain useful for evaluation of the lungs, heart, and various other findings. Abdominal X-rays support evaluation of certain conditions including bowel obstruction.

Modern X-ray technology has evolved substantially from the original techniques. Digital X-rays provide instant images that can be reviewed and shared electronically. Specialized techniques including fluoroscopy provide real-time imaging for various procedures. Mammography is dedicated X-ray imaging of the breast.

The radiation doses for routine X-rays are low. A chest X-ray, for example, exposes the patient to approximately the same amount of radiation as 10 days of natural background exposure. The risks for any individual examination are minimal for most patients.

For more on imaging safety, see Are Medical Imaging Tests Safe? Understanding Radiation Risks.

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CT Scanning: Cross-Sectional Detail

Computed tomography (CT) scanning represents one of the most important advances in medical imaging. The technology uses X-rays from multiple angles, processed by computers, to create detailed cross-sectional images.

The patient lies on a table that moves through a doughnut-shaped scanner. As the table moves, an X-ray tube and detectors rotate around the patient, capturing images from many angles. A computer combines this information to construct cross-sectional images that show structures in three dimensions.

CT excels at several specific applications. Rapid evaluation of multiple body regions makes CT useful in emergency situations including trauma. Evaluation of the lungs, with their air-filled structure, is particularly well-suited to CT. Identification of fractures and various bone abnormalities benefits from CT's detail. Detection of bleeding, particularly in the brain, is well-evaluated by CT. Various abdominal conditions including appendicitis, kidney stones, and bowel obstruction are commonly evaluated by CT.

Modern CT scanners provide rapid, high-quality imaging at substantially lower radiation doses than older scanners. Iterative reconstruction techniques and various other innovations have reduced doses while maintaining image quality.

CT scans often use contrast material to enhance specific structures. Iodine-based contrast given intravenously highlights blood vessels and certain tissues. Oral contrast can highlight the gastrointestinal tract.

The radiation doses for CT are higher than for standard X-rays. A typical CT scan involves doses ranging from a few millisieverts to 10 millisieverts or more, depending on the specific examination. The benefits of CT typically outweigh the risks for clinical situations where it has been recommended.

For more on CT compared to MRI, see MRI vs CT Scan: Differences, Uses, and Risks.

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MRI: Soft Tissue Detail

Magnetic resonance imaging (MRI) uses powerful magnets and radio waves rather than X-rays. The technology operates on principles fundamentally different from those of CT and produces different types of images.

The MRI scanner contains a powerful magnet that creates a strong magnetic field, typically 1.5 or 3 Tesla in clinical scanners. The patient lies inside this magnetic field, which causes hydrogen atoms in body tissues to align with the field. Radio frequency pulses then briefly disturb this alignment. As atoms return to their aligned state, they emit signals that the scanner detects and processes into images.

MRI excels at evaluation of soft tissues with subtle distinctions among them. The brain and spinal cord are particularly well-evaluated by MRI, with the detailed soft tissue contrast supporting identification of various conditions including tumors, stroke, multiple sclerosis, and various others. Joints are well-evaluated by MRI, with assessment of cartilage, ligaments, tendons, and various other structures. Various organs and soft tissue structures benefit from MRI evaluation.

Specific MRI techniques target different tissue properties. T1-weighted, T2-weighted, fluid-attenuated, diffusion-weighted, and various other sequences each emphasize different aspects of tissue characteristics. The combination of sequences provides comprehensive evaluation.

MRI may use gadolinium-based contrast to enhance specific findings. The contrast highlights areas of altered blood flow or changed tissue characteristics.

MRI does not use ionizing radiation. The strong magnetic field has its own safety considerations including issues with metal implants, but it does not produce the cumulative radiation effects of imaging modalities using X-rays.

MRI examinations typically take 30 to 60 minutes or longer. The patient must remain still throughout the examination, and the scanner produces loud sounds requiring hearing protection. The longer time and the more enclosed nature of MRI scanners present challenges for some patients including those with claustrophobia.

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Ultrasound: Real-Time Imaging Without Radiation

Ultrasound uses high-frequency sound waves rather than ionizing radiation. The technology has specific advantages including the absence of radiation, real-time imaging capability, portability, and lower cost compared to many other imaging modalities.

A handheld device called a transducer emits sound waves that travel into the body and reflect off tissue interfaces. The reflected waves return to the transducer, where they are processed into images.

Ultrasound excels at several specific applications. Pregnancy is one of the most common applications, with multiple ultrasound examinations performed throughout pregnancy to monitor fetal development. Various organs are well-evaluated by ultrasound including the thyroid, breast, and abdominal organs. Real-time evaluation of cardiac function through echocardiography is the foundation of cardiac imaging. Doppler ultrasound evaluates blood flow in various vessels. Guidance of procedures including biopsies and various interventions benefits from real-time visualization.

Ultrasound has specific limitations. The technology does not penetrate well through air or bone, limiting evaluation of structures behind these. Depth of imaging is limited compared to CT or MRI for some applications. The technology is more operator-dependent than other modalities, with the skill of the sonographer affecting image quality.

The safety profile of ultrasound is excellent. The sound waves at diagnostic intensities have not been shown to produce cumulative tissue effects. Multiple examinations can be performed without cumulative concerns. The lack of radiation makes ultrasound the preferred imaging during pregnancy for many applications.

For more on ultrasound compared to MRI, see Ultrasound vs MRI: When Each Is Used in Diagnosis.

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PET Scanning: Functional Imaging

Positron emission tomography (PET) provides functional rather than purely anatomic imaging. The technology shows what tissues are doing metabolically rather than just what they look like.

The patient receives a small amount of radioactive tracer, typically given by intravenous injection. The most commonly used tracer, FDG (fluorodeoxyglucose), is a glucose analog taken up by tissues based on their metabolic activity. Tissues with high metabolic activity, including many cancers, take up more FDG than less active tissues.

The scanner detects radiation emitted by the tracer and constructs images showing where in the body the tracer has accumulated. Modern PET scanners typically combine PET with CT (PET-CT) or sometimes MRI (PET-MRI), providing both functional and anatomic information from a single examination.

PET excels at several specific applications in oncology. Cancer staging benefits from the whole-body capability and the identification of metabolically active disease. Evaluation of treatment response can identify whether cancers are responding to therapy. Detection of recurrence often identifies cancer before symptoms develop or anatomic imaging shows changes.

Beyond oncology, PET has expanding applications. Brain PET supports evaluation of dementia, with specific tracers targeting amyloid plaques, tau tangles, and various other features. Cardiac PET evaluates myocardial perfusion and viability. Various other specific applications continue to develop.

For more on PET specifically, see What Is a PET Scan and When Is It Used?.

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Specialized Imaging Techniques

Beyond the major modalities, various specialized imaging techniques address specific clinical questions.

Mammography

Mammography is dedicated X-ray imaging of the breast, used both for screening of asymptomatic women and for evaluation of specific findings. Modern digital mammography and tomosynthesis (3D mammography) provide improved detection compared to older film mammography. The technology specifically looks for masses, microcalcifications, architectural distortion, and various other findings that can indicate breast cancer.

Bone Density Scanning

Dual-energy X-ray absorptiometry (DEXA) is the standard for measuring bone density. The technology supports diagnosis of osteoporosis, evaluation of treatment response, and various other applications.

Nuclear Medicine Studies

Various nuclear medicine studies use radioactive tracers that target specific tissues or processes. Bone scans evaluate bone metabolism, identifying various conditions including infection, tumor, and fracture. Thyroid scans evaluate thyroid function and structure. Various other specialized scans address specific clinical questions.

Fluoroscopy

Fluoroscopy uses continuous X-ray imaging during procedures, allowing real-time visualization. The technique supports various interventional procedures including angiography, certain orthopedic procedures, and various others.

Angiography

Angiography evaluates blood vessels through various techniques. CT angiography uses CT with contrast to evaluate vessels. MR angiography uses MRI techniques. Conventional angiography involves direct injection of contrast through a catheter, often combined with interventional procedures.

Echocardiography

Echocardiography is dedicated ultrasound imaging of the heart. The technology evaluates heart function, valve performance, structural abnormalities, and various other cardiac conditions. Variations including transesophageal echocardiography and stress echocardiography address specific applications.

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Endoscopic Ultrasound

Endoscopic ultrasound combines endoscopy with ultrasound, allowing detailed evaluation of structures adjacent to the gastrointestinal tract. The technology supports evaluation of various pancreatic conditions, certain other tumors, and various other applications.

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How Imaging Is Used in Cancer Care

Cancer represents one of the most important applications of medical imaging across multiple modalities.

Detection and Diagnosis

Various imaging modalities support detection of cancer. Mammography screens for breast cancer. Low-dose CT screens for lung cancer in high-risk individuals. CT and MRI evaluate suspected cancers in various organs. Ultrasound supports evaluation of accessible structures.

For more on cancer detection, see How Medical Imaging Helps Detect Cancer Early.

Staging

Once cancer is diagnosed, imaging supports staging by evaluating the extent of disease. Different cancers have specific staging protocols using different combinations of imaging.

Treatment Planning

Imaging guides treatment planning across modalities. Surgical planning uses detailed imaging to map the extent of cancer and its relationships to surrounding structures. Radiation therapy planning uses imaging to define treatment targets and avoid critical structures. Systemic therapy decisions consider the imaging findings.

Treatment Monitoring

Imaging during and after treatment evaluates response. Decreased size of tumors, changes in metabolic activity on PET, and various other findings indicate treatment response.

Surveillance

After treatment, imaging surveillance supports detection of recurrence. The specific surveillance protocols vary among cancers based on patterns of recurrence and the implications of detection.

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How Imaging Is Used in Cardiology

Cardiac imaging encompasses multiple modalities for different aspects of cardiac evaluation.

Echocardiography is the most commonly used cardiac imaging, providing real-time evaluation of heart function and structure. Various specific echocardiographic techniques address specific clinical questions.

Cardiac CT evaluates coronary arteries and various structural aspects. Coronary CT angiography has emerged as an alternative to traditional angiography for many situations.

Cardiac MRI provides detailed evaluation of cardiac structure and function. The technology is particularly valuable for evaluation of cardiomyopathies, certain congenital conditions, and various other applications.

Nuclear cardiology including stress testing with various tracers and PET evaluation of perfusion and viability addresses specific clinical questions.

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How Imaging Is Used in Neurology

Neurological imaging is dominated by MRI, with specific applications for other modalities.

MRI of the brain evaluates a wide range of conditions including stroke (in non-acute settings), tumors, multiple sclerosis, infections, and various others.

CT of the brain is typically used in acute settings for rapid evaluation of bleeding and various other findings. The combination of CT for acute evaluation and MRI for detailed assessment is common.

PET of the brain supports evaluation of dementia and various other conditions through specific tracers targeting different aspects of brain function.

Specialized MRI techniques including functional MRI, diffusion tensor imaging, and various others address specific neurological questions.

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How Imaging Is Used in Musculoskeletal Care

Musculoskeletal imaging spans multiple modalities.

X-rays remain useful for evaluation of bones, with rapid evaluation of fractures and various other bone findings.

CT provides detailed evaluation of complex fractures and various bone abnormalities.

MRI excels at evaluation of soft tissues including ligaments, tendons, cartilage, and various other structures. The technology is the imaging of choice for many soft tissue conditions affecting the musculoskeletal system.

Ultrasound supports evaluation of various accessible musculoskeletal structures and guides various procedures.

DEXA scanning evaluates bone density.

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How Imaging Is Used in Other Specialties

Beyond the specialties discussed, medical imaging supports virtually every medical area.

Gastroenterology uses various modalities including ultrasound, CT, MRI, and endoscopic ultrasound for evaluation of various conditions.

Pulmonology uses CT extensively for evaluation of lung conditions including infections, masses, and various other findings.

Urology uses various modalities for evaluation of kidneys, bladder, prostate, and various other urological conditions.

Gynecology uses ultrasound extensively along with MRI for various conditions.

Endocrinology uses various imaging including ultrasound for thyroid evaluation, MRI for pituitary evaluation, and various other applications.

Obstetrics uses ultrasound throughout pregnancy for evaluation of fetal development.

Vascular medicine uses Doppler ultrasound, CT angiography, MR angiography, and various other modalities for vascular evaluation.

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How Imaging Has Evolved

The trajectory of imaging technology has been remarkable.

X-rays became available in the late 1890s, providing the first ability to visualize internal structures non-invasively. The technology dominated imaging for decades.

CT scanning, introduced in the 1970s, transformed imaging by providing cross-sectional images. The early CT scanners were slow and produced limited resolution by modern standards, but the principle of cross-sectional imaging changed medicine.

MRI emerged in the 1970s and 1980s, expanding imaging into soft tissue evaluation that other modalities could not match. Modern MRI provides capabilities that were genuinely impossible with prior technology.

Ultrasound advanced from cumbersome equipment to portable handheld devices that can be used in virtually any clinical setting.

Nuclear medicine and PET evolved from research applications to central roles in oncology and various other specialties.

Each generation of advancement has provided capabilities that were genuinely impossible with prior technology. The cumulative effect is medical imaging substantially more capable than was available even a generation ago.

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Current Trends and Future Directions

Several specific trends suggest continued evolution of medical imaging.

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Artificial Intelligence

AI applications in imaging continue to develop rapidly. Specific applications support detection of findings, characterization of identified findings, quantification of various parameters, and various other aspects of imaging interpretation.

The combination of AI support with expert human interpretation often produces better accuracy than either approach alone. Several AI systems have received regulatory approval for specific applications.

For more on imaging interpretation, see Can Medical Imaging Be Misinterpreted?.

Molecular Imaging

Molecular imaging targets specific molecular features rather than gross anatomy or general metabolism. The approach provides more specific information about disease processes. Various molecular imaging techniques continue to develop, particularly in oncology.

Theranostics

The combination of imaging and therapy using related compounds (theranostics) has emerged as an important approach. Tracers used for imaging can identify patients who may benefit from therapy with similar compounds.

Lower Radiation Doses

Continued improvements in equipment and protocols have substantially reduced radiation doses for X-ray-based imaging. The trend continues, with newer technology providing diagnostic-quality images at lower doses.

Faster Scanning

Faster scanning has improved patient experience and expanded what is feasible. Modern CT can image multiple body regions in seconds. MRI techniques continue to develop that reduce scan times.

Better Image Quality

Image quality continues to improve through various technological advances. Higher resolution, better contrast between different tissues, and various other improvements support better diagnostic accuracy.

Point-of-Care Imaging

Point-of-care imaging, particularly ultrasound, has expanded substantially. Portable equipment in emergency departments, intensive care units, and various other settings supports rapid evaluation.

Hybrid Imaging

Hybrid imaging that combines multiple modalities continues to develop. PET-CT and PET-MRI are established. Other combinations may emerge as technology continues to develop.

Population-Specific Imaging

Specific imaging protocols for pediatric patients, pregnant patients, older adults, and various other populations have continued to develop. The matching of imaging approach to patient population supports both diagnostic quality and safety.

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Practical Considerations for Patients

For patients undergoing imaging, several practical considerations apply.

Understanding Why Imaging Is Recommended

Imaging is most valuable when it will guide specific clinical decisions. Understanding what question the imaging is intended to answer and how the results will affect care helps frame the experience.

Preparation

Different imaging studies have different preparation requirements. Some require fasting, some involve specific positioning considerations, and various other elements. The specific instructions are typically provided when the examination is scheduled.

What to Expect

Different imaging studies involve different patient experiences. CT scans are typically brief. MRI scans are longer and involve more enclosed environments. Ultrasound is generally well-tolerated. PET involves longer time including uptake periods.

Questions to Ask

For patients with questions about imaging, several specific questions may be helpful. Why is this specific imaging being recommended? What information will it provide that other tests would not? What are the risks involved? What alternatives might be considered?

Following Up on Results

Imaging results are typically interpreted by radiologists and reported to ordering physicians. The communication of results to patients varies. Asking how and when results will be communicated supports follow-up.

Handling Results

For results that identify findings of concern, follow-up evaluation may be needed. The specific follow-up depends on the findings and clinical context.

For situations where imaging findings affect significant decisions, second opinions on imaging interpretation may provide value.

For more on diagnostic test selection, see How Doctors Choose the Right Diagnostic Test.

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Common Misconceptions

Several misconceptions about medical imaging deserve attention.

The idea that more imaging is always better is misleading. Excessive imaging can produce false positives, additional unnecessary investigations, and various other harms.

The idea that imaging finds everything that is wrong is not accurate. Imaging has specific applications and limitations. Some pathology can exist without producing visible findings on imaging.

The idea that all imaging involves radiation is incorrect. MRI and ultrasound do not use ionizing radiation. The safety profiles of different modalities vary substantially.

The idea that radiologists routinely make obvious errors is overstated. Imaging interpretation is generally accurate. When errors occur, they typically involve subtle findings or specific challenging situations rather than obvious oversights.

The idea that newer technology is always better than older technology is sometimes misleading. While many newer technologies provide improvements, established imaging modalities continue to provide excellent information for many applications.

The idea that imaging eliminates the need for clinical examination is not accurate. Imaging complements clinical evaluation rather than replacing it. The integration of imaging findings with clinical context supports the best diagnosis.

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When to See a Specialist

Several types of specialists are involved in medical imaging.

Radiologists are the physicians who interpret imaging studies. Modern radiology typically involves subspecialty expertise in specific areas including neuroradiology, musculoskeletal imaging, cardiothoracic imaging, abdominal imaging, breast imaging, pediatric radiology, and various others.

Various clinical specialists order imaging based on the conditions they evaluate. The appropriate specialist depends on the specific clinical situation.

For complex situations involving multiple imaging studies, multidisciplinary review involving radiologists and clinical specialists supports comprehensive evaluation.

For situations where imaging findings affect significant decisions, second opinions on imaging interpretation may provide value.

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Conclusion

Medical imaging has transformed modern healthcare through capabilities that allow visualization of internal structures and processes with unprecedented detail. The various imaging modalities including X-rays, CT, MRI, ultrasound, and PET each have specific applications, with the combination of modalities providing comprehensive evaluation.

The choice of imaging in any specific situation depends on the clinical question, patient characteristics, and various practical considerations. Different modalities excel at different applications, with the matching of modality to question supporting optimal evaluation.

The trajectory of imaging technology continues to favor patients. Modern equipment provides higher resolution, faster scanning, and lower radiation doses than was possible even a decade ago. Ongoing developments in artificial intelligence, molecular imaging, hybrid imaging, and various other areas suggest further improvements in coming years.

For patients undergoing imaging, understanding what the various modalities can provide helps frame their care experience. The imaging recommended typically reflects clinical reasoning matched to the specific situation. Questions about why specific imaging has been chosen support informed engagement with diagnostic care.

The encouraging element of modern medical imaging is the unprecedented capability available for diagnosis and treatment guidance. The combination of multiple imaging modalities, expert interpretation, and integration with clinical care provides comprehensive evaluation that supports the best possible outcomes across virtually every medical specialty.

For most patients, the practical message is that medical imaging is a powerful diagnostic tool that, when appropriately applied, provides information that supports better clinical decisions. The specific applications depend on the clinical situation, with the imaging recommended typically reflecting careful consideration of how the information will affect care.

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Medical Disclaimer

This content is for informational purposes only and does not constitute medical advice. Individuals should consult a qualified healthcare provider for diagnosis and treatment.

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Medical ImagingDiagnostic ImagingCT ScanMRIUltrasoundPET ScanRadiology

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