Digital Subtraction Angiography

Digital Subtraction Angiography (DSA): Imaging Blood Vessels

Digital Subtraction Angiography (DSA) is an imaging technique used to visualize blood vessels. By subtracting pre-contrast images from post-contrast ones, it highlights vascular structures with high precision, crucial for diagnosing and treating vascular diseases, assessing blockages, and planning surgical interventions.
Image from Digital Subtraction Angiography

Overview

Digital Subtraction Angiography (DSA) is a medical imaging technique that plays a crucial role in diagnosing and treating vascular conditions. It has revolutionized the field of interventional radiology, providing clinicians with high-quality, real-time images of blood vessels and enhancing their ability to detect and treat various vascular disorders. This article by Academic Block aims to uncover into the intricacies of Digital Subtraction Angiography, exploring its history, principles, applications, advantages, and potential risks.

Historical Perspective

The roots of angiography, the visualization of blood vessels, can be traced back to the early 20th century when techniques involved injecting radiopaque substances into vessels and capturing X-ray images. However, the advent of Digital Subtraction Angiography in the late 20th century marked a significant leap forward in vascular imaging technology.

The concept of subtracting background structures from the angiographic images was introduced to improve the visualization of blood vessels. Initially developed using analog methods, DSA transitioned into the digital realm with the advancement of computer technology, allowing for real-time image processing and enhanced diagnostic capabilities.

Principles of Digital Subtraction Angiography

Digital Subtraction Angiography employs a subtractive imaging technique to enhance the visibility of blood vessels by eliminating the interference of surrounding tissues. The process involves the following key steps:

  • Injection of Contrast Agent: A contrast medium, typically iodine-based, is injected into the blood vessels to make them visible on X-ray images. This allows for the visualization of the vascular anatomy and any abnormalities present.
  • Acquisition of Reference Image: A baseline image is captured without contrast injection, providing a reference for the subsequent images. This reference image includes the surrounding tissues and structures.
  • Subtraction Process: The subsequent images, obtained after the injection of the contrast agent, are digitally subtracted from the reference image. This process effectively eliminates the background structures, leaving only the opacified blood vessels visible.
  • Real-time Imaging: One of the significant advantages of DSA is its ability to provide real-time imaging. Continuous X-ray fluoroscopy allows clinicians to observe the dynamic flow of contrast through the vessels, aiding in the assessment of blood flow, stenosis, aneurysms, and other vascular abnormalities.

Applications of Digital Subtraction Angiography

Digital Subtraction Angiography finds wide-ranging applications in the diagnosis and treatment of various vascular conditions. Some key areas include:

  • Neurovascular Imaging: DSA is extensively used to visualize the blood vessels in the brain and spinal cord. It is crucial in diagnosing conditions such as aneurysms, arteriovenous malformations (AVMs), and stenosis in the cerebral arteries.
  • Peripheral Vascular Studies: DSA is employed to assess the blood vessels in the extremities, helping diagnose peripheral arterial disease, evaluate vascular abnormalities, and guide interventional procedures like angioplasty.
  • Cardiac Angiography: In cardiology, DSA is utilized for coronary angiography to visualize the coronary arteries and assess blood flow. It plays a key role in diagnosing coronary artery disease and guiding interventions like angioplasty and stent placement.
  • Interventional Radiology: DSA is an integral component of interventional radiology procedures. It assists in guiding catheter-based interventions, such as embolization for bleeding vessels, coil placement for aneurysms, and stent placement for stenotic arteries.
  • Trauma and Vascular Emergencies: DSA is valuable in evaluating traumatic injuries to blood vessels, helping clinicians make rapid and accurate assessments in emergency situations.

Advantages of Digital Subtraction Angiography

Digital Subtraction Angiography offers several advantages over traditional angiography techniques:

  • Real-time Imaging: DSA provides dynamic, real-time imaging, allowing clinicians to observe blood flow and vascular abnormalities as they occur.
  • Enhanced Visualization: The subtractive nature of DSA eliminates background structures, resulting in improved visibility of blood vessels and better detection of abnormalities.
  • Lower Radiation Dose: DSA often requires lower radiation doses compared to traditional angiography, reducing the potential risks associated with radiation exposure for both patients and medical personnel.
  • Digital Storage and Processing: The digital format of DSA images enables easy storage, retrieval, and post-processing. This facilitates collaboration, analysis, and integration with other imaging modalities.
  • Minimized Contrast Use: The ability to subtract background structures means that a smaller amount of contrast medium is needed, reducing the risk of contrast-induced nephropathy in patients with compromised renal function.

Mathematical equations behind the Digital Subtraction Angiography

The mathematical equations behind Digital Subtraction Angiography (DSA) involve the process of subtracting a baseline image from contrast-enhanced images to enhance the visibility of blood vessels. The key mathematical steps can be summarized as follows:

Image Acquisition:

    • Ibaseline(x,y) represent the pixel intensity of the baseline (pre-contrast) image at coordinates (x, y).
    • Icontrast(x,y,t) represent the pixel intensity of the contrast-enhanced image at coordinates (x, y) and time tt.

Subtraction Process: The subtraction of the baseline image from the contrast-enhanced image is expressed by the equation:

Isubtracted(x,y,t) = Icontrast(x,y,t) − Ibaseline(x,y) ;

Enhanced Image: The result, Isubtracted(x,y,t), represents the enhanced image where the background structures are subtracted, leaving only the opacified blood vessels visible.

Temporal Subtraction: DSA often involves the acquisition of a sequence of contrast-enhanced images over time. Temporal subtraction involves subtracting the baseline image from each contrast-enhanced image at corresponding time points to create a dynamic, real-time subtraction sequence.

Pixel Intensity Scaling: Adjustments to pixel intensity scaling may be applied to enhance the visibility of blood vessels. This can involve linear scaling, contrast stretching, or other techniques to optimize image quality.

Display: The final enhanced images are displayed in real-time, allowing clinicians to observe the dynamic flow of contrast through blood vessels and detect abnormalities.

It's important to note that these equations provide a simplified representation of the DSA process. In practice, additional factors such as noise reduction, calibration, and correction for patient motion may be considered to improve the accuracy and quality of the subtracted images.

Potential Risks and Considerations

While Digital Subtraction Angiography offers numerous advantages, it is essential to be aware of potential risks and considerations associated with the procedure:

  • Radiation Exposure: DSA involves the use of ionizing radiation, and while efforts are made to minimize doses, prolonged or repeated exposure may pose risks. Clinicians must carefully weigh the benefits against the potential radiation-related hazards, especially in sensitive populations.
  • Contrast-Induced Reactions: The use of iodine-based contrast agents carries a risk of allergic reactions or contrast-induced nephropathy, particularly in patients with pre-existing renal impairment or allergies. Adequate pre-procedural assessment and monitoring are crucial to mitigate these risks.
  • Vascular Complications: The introduction of catheters into blood vessels for Digital Subtraction Angiography procedure carries inherent risks, including vessel injury, thrombosis, or embolization. Strict adherence to sterile techniques and careful catheter manipulation are essential to minimize these complications.
  • Image Quality: The quality of DSA images can be influenced by factors such as patient motion, body habitus, and underlying medical conditions. Adequate patient preparation and collaboration between the imaging team and the patient are crucial to obtaining optimal results.

Future Trends and Developments

The field of medical imaging, including Digital Subtraction Angiography, is continually evolving. Future trends and developments may include:

  • Advanced Imaging Techniques: Ongoing research focuses on developing advanced imaging techniques, such as 3D DSA, to provide more detailed and comprehensive visualization of vascular anatomy.
  • Artificial Intelligence Integration: The integration of artificial intelligence (AI) algorithms into DSA may enhance image processing, improve diagnostic accuracy, and streamline the interpretation of complex vascular images.
  • Radiation Dose Reduction Strategies: Efforts to further reduce radiation doses in DSA procedures through technological advancements and optimized imaging protocols will likely continue.
  • Hybrid Imaging Modalities: Integration with other imaging modalities, such as magnetic resonance imaging (MRI) or computed tomography (CT), may offer complementary information and enhance diagnostic capabilities.

Final Words

Digital Subtraction Angiography stands as a cornerstone in the field of vascular imaging, providing clinicians with a powerful tool for diagnosing and treating a wide range of vascular conditions. Its ability to offer real-time, high-quality images has significantly contributed to advancements in interventional radiology and vascular medicine. In this article by Academic Block we have seen that, as technology continues to advance, the future holds the promise of further refinements, enabling even more precise and personalized diagnostic and therapeutic approaches in the realm of vascular health. Please give your comments below, it will help us in improving this article. Thanks for reading!

This Article will answer your questions like:

+ What is Digital Subtraction Angiography (DSA)? >

Digital Subtraction Angiography (DSA) is an advanced imaging technique used to visualize blood vessels by subtracting pre-contrast images from post-contrast images. This enhances the clarity of vascular structures, making it easier to identify abnormalities or blockages. DSA is particularly effective in detecting issues within the arterial system.

+ How is digital subtraction angiography performed? >

Digital subtraction angiography (DSA) is performed by first obtaining a series of images before and after injecting a contrast agent into the blood vessels. The initial images capture the anatomy without contrast, while the subsequent images highlight the vascular structures. The computer then subtracts the non-contrast images from the contrast-enhanced ones, resulting in clear images of the blood vessels, enabling precise visualization of vascular lesions or abnormalities.

+ What are the primary uses of DSA in medical imaging? >

DSA is primarily used to diagnose and evaluate conditions affecting blood vessels, such as aneurysms, stenosis, occlusions, and arteriovenous malformations. It is also utilized in planning and guiding interventional procedures like angioplasty, stent placement, and embolization. DSA provides precise, high-resolution images crucial for vascular assessment and treatment planning.

+ What are the risks associated with DSA? >

Risks associated with DSA include allergic reactions to the contrast material, nephrotoxicity, and radiation exposure. There is also a risk of vascular complications such as bleeding, infection, or arterial damage at the catheter insertion site. However, these risks are generally low and can be managed with appropriate precautions and patient monitoring.

+ What is the purpose of DSA? >

The purpose of digital subtraction angiography (DSA) is to provide detailed images of blood vessels and identify vascular abnormalities, such as stenosis, aneurysms, or arteriovenous malformations. DSA is particularly valuable in interventional procedures, guiding the placement of catheters and stents, and assessing the effectiveness of therapeutic interventions in real-time, thereby enhancing diagnostic accuracy and treatment planning.

+ What is a DSA scan used for? >

A DSA scan is primarily used to visualize the vascular system and diagnose conditions such as arterial blockages, aneurysms, or malformations. It is crucial for pre-surgical planning and post-operative assessments. Additionally, DSA aids in therapeutic interventions by guiding catheter placements and evaluating treatment outcomes in vascular interventions, significantly improving patient management in various medical fields.

+ What type of contrast material is used in DSA? >

In DSA, iodine-based contrast agents are commonly used due to their high radiodensity, which provides clear imaging of blood vessels. These agents are administered intravenously and enhance the contrast between blood vessels and surrounding tissues, facilitating the accurate visualization of the vascular system during the subtraction process.

+ How should patients prepare for a DSA procedure? >

Patients preparing for a DSA procedure should follow specific guidelines provided by their healthcare provider. This may include fasting for a certain period before the procedure, avoiding certain medications, and undergoing blood tests to assess kidney function. Patients should also inform their doctor of any allergies, particularly to contrast material, and any underlying health conditions.

+ What are the typical indications for a DSA scan? >

Typical indications for a DSA scan include suspected vascular diseases such as aneurysms, arterial stenosis, vascular malformations, and occlusions. It is also indicated for patients experiencing symptoms of stroke, peripheral artery disease, or unexplained bleeding. DSA is used to diagnose, monitor, and guide the treatment of these vascular conditions.

+ What is the difference between digital subtraction angiography vs conventional angiography? >

The primary difference between digital subtraction angiography (DSA) and conventional angiography lies in their imaging techniques. DSA enhances image clarity by subtracting pre-contrast images from post-contrast images, effectively removing background details and providing a clearer view of the blood vessels. Conventional angiography lacks this digital processing, making it less effective in distinguishing vascular structures, particularly in complex anatomical regions.

+ What are the Digital Subtraction Angiography advantages and disadvantages? >

Advantages of DSA include enhanced visualization of blood vessels, improved diagnostic accuracy, and reduced need for invasive exploratory surgery. However, disadvantages may include exposure to ionizing radiation and potential allergic reactions to contrast agents. Additionally, the procedure requires skilled personnel and may not be suitable for all patients, particularly those with compromised renal function or certain allergic conditions.

+ How long does a DSA procedure take? >

A DSA procedure typically takes between 30 minutes to an hour, depending on the complexity of the case and the area being examined. This duration includes the time required for catheter insertion, contrast injection, image acquisition, and post-procedure monitoring. Some cases may take longer if additional imaging or interventions are needed.

+ What is the role of DSA in diagnosing vascular diseases? >

DSA plays a crucial role in diagnosing vascular diseases by providing high-resolution images of blood vessels, enabling the detection of abnormalities such as stenosis, aneurysms, and arteriovenous malformations. Its ability to highlight vascular structures with contrast agents makes it an essential tool for accurate diagnosis, treatment planning, and monitoring of vascular conditions.

+ Are there any alternatives to Digital Subtraction Angiography? >

Alternatives to DSA include Magnetic Resonance Angiography (MRA) and Computed Tomography Angiography (CTA). MRA uses magnetic fields and radio waves to produce detailed images of blood vessels, while CTA employs X-rays and contrast material to visualize the vascular system. These alternatives are non-invasive and may be preferred for patients with contraindications to DSA.

Hardware and software required for Digital Subtraction Angiography

Hardware Components:

  1. X-ray Machine: – DSA requires an X-ray source, typically a fluoroscopy system, capable of producing high-quality X-ray images. Modern systems may have digital detectors for improved image acquisition.
  2. Catheterization Lab Equipment: – DSA is often performed in a catheterization lab or interventional suite equipped with specialized imaging and interventional devices, including angiography tables and catheters for contrast injection.
  3. Digital Detector: – A digital detector, such as an image intensifier or flat-panel detector, is used to capture X-ray images. The digital format allows for efficient storage, retrieval, and processing of images.
  4. X-ray Tube: – The X-ray tube is a crucial component that generates X-rays. It is capable of producing the necessary radiation for imaging blood vessels during DSA procedures.
  5. Image Processing Unit: – DSA systems include an image processing unit responsible for real-time processing of acquired images, subtraction of baseline images, and enhancement of the final images.
  6. Collimators: – Collimators are used to limit the X-ray beam to the region of interest, reducing unnecessary radiation exposure and improving image quality.
  7. Injection Systems: – Contrast injection systems are used to administer contrast agents into blood vessels. These systems are often programmable to control injection rates and volumes.

Software Components:

  1. Digital Subtraction Algorithm: – DSA relies on specialized algorithms for digital subtraction. These algorithms subtract the baseline image from the contrast-enhanced images, highlighting blood vessels and eliminating background structures.
  2. Image Reconstruction Software: – Software for image reconstruction is used to process raw data from the digital detector, converting it into high-quality, diagnostic images. This software may include filtering and other image enhancement techniques.
  3. Real-time Processing Software: – DSA systems require real-time processing capabilities to provide clinicians with immediate feedback during procedures. This involves processing and displaying images rapidly as contrast is injected and flows through blood vessels.
  4. Image Archiving and Communication System (PACS): – PACS is used for the storage, retrieval, and distribution of digital images. DSA systems integrate with PACS, allowing easy access to patient data and comparison with other imaging studies.
  5. Electronic Medical Record (EMR) Integration: – Integration with EMR systems allows for seamless documentation and retrieval of patient data, facilitating a comprehensive approach to patient care.
  6. User Interface: – An intuitive and user-friendly interface is crucial for clinicians to control the imaging system, review images, and make real-time adjustments during procedures.

Peripheral Devices:

  1. Monitors: – High-resolution monitors are used for image display. Monitors with sufficient brightness and contrast are essential for accurate interpretation of images.
  2. Input Devices: – Devices such as keyboards, mice, and touchscreens are used for input and control of the imaging system.
  3. Recording Devices: – DSA procedures are often recorded for documentation and educational purposes. Recording devices such as digital recorders or DICOM-compatible storage devices may be used.

Digital Subtraction Angiography vs CT Angiography

1. Imaging Technology

Digital Subtraction Angiography (DSA):

  • DSA is a specialized type of fluoroscopy that uses X-rays to visualize blood vessels. It involves the injection of a contrast dye into the bloodstream, followed by a series of X-ray images.
  • The term “subtraction” refers to the technique of removing (subtracting) background structures from the image, leaving only the blood vessels visible. This is achieved by taking an image before and after the contrast injection and subtracting the non-vascular structures from the final image.

CT Angiography (CTA):

  • CTA is a form of computed tomography (CT) scanning that focuses on blood vessels. Like DSA, it involves the injection of a contrast dye, but instead of using fluoroscopy, it uses CT technology to capture detailed cross-sectional images of the blood vessels.
  • CTA provides 3D images of the vascular system, giving a comprehensive view of the vessels and their relationship with surrounding tissues.

2. Procedure

DSA:

  • A catheter is typically inserted into an artery (often in the groin or arm) and guided to the area of interest. Contrast dye is then injected directly into the blood vessels via the catheter.
  • X-ray images are taken, and the subtraction process is applied to remove non-vascular structures, enhancing the visibility of blood vessels.

CTA:

  • Contrast dye is injected into a vein, usually in the arm, through an IV line. There is no need for catheter insertion into the artery, making the procedure less invasive than DSA.
  • The CT scanner takes multiple images in rapid succession as the contrast dye flows through the blood vessels, creating detailed cross-sectional and 3D reconstructions.

3. Invasiveness

DSA:

  • More invasive because it requires catheter insertion into the artery, which carries risks such as bleeding, infection, or damage to the blood vessels.

CTA:

  • Minimally invasive since the contrast dye is injected into a vein, without the need for catheterization of the arteries.

4. Image Quality and Detail

DSA:

  • Offers extremely high-resolution images of blood vessels, making it particularly useful for interventional procedures (e.g., angioplasty, stent placement).
  • Allows real-time imaging, making it a go-to choice for procedures that involve active intervention in the blood vessels.

CTA:

  • Provides high-quality 3D images that give a detailed view of the blood vessels and surrounding tissues, but the resolution may not be as fine as DSA for certain detailed vascular structures.
  • CTA is non-dynamic, meaning it captures a snapshot in time, not real-time images like DSA.

5. Clinical Uses

DSA:

  • Commonly used for diagnosing and treating vascular conditions such as aneurysms, arterial blockages, and arteriovenous malformations (AVMs).
  • It is often part of interventional procedures, where the physician can treat the problem immediately (e.g., inserting a stent or removing a blockage).

CTA:

  • Used for diagnosing vascular conditions such as aneurysms, arterial stenosis, pulmonary embolism, and blood clots.
  • Ideal for non-invasive diagnostic purposes, especially when a quick assessment of the blood vessels is needed.

6. Radiation Exposure

DSA:

  • Involves repeated X-ray exposures, which can lead to a higher dose of radiation, especially if long or multiple procedures are involved.

CTA:

  • Also involves radiation exposure, but generally lower than DSA, as it is a single scan rather than a continuous X-ray.

7. Risks

DSA:

  • Higher risk due to the invasiveness of the procedure (catheter insertion).
  • Risks include bleeding, infection, blood vessel damage, or allergic reaction to the contrast dye.

CTA:

  • Lower risk overall since it is less invasive. However, there is still a risk of allergic reaction to the contrast dye and radiation exposure, although these risks are generally lower than with DSA.

Who is the father of Digital Subtraction Angiography

The father of Digital Subtraction Angiography (DSA) is widely considered to be Dr. Paul C. Lauterbur, who was awarded the Nobel Prize in Physiology or Medicine in 2003 for his role in the development of magnetic resonance imaging (MRI). While Lauterbur is primarily recognized for his contributions to MRI, his work on imaging techniques and the use of computers in medical imaging had a broader impact on the field.

DSA was developed in the late 1960s and early 1970s as a digital imaging technique that could enhance the visualization of blood vessels. Lauterbur’s innovative work laid the foundation for the application of digital technology in medical imaging, contributing to the evolution of techniques like DSA. His pioneering efforts in imaging technology have had a lasting impact on the field of medical diagnostics and have paved the way for advancements in various imaging modalities.

Facts on Digital Subtraction Angiography

Principle of Subtraction: DSA employs a subtractive imaging technique where a baseline image is subtracted from subsequent contrast-enhanced images. This process highlights blood vessels by removing the background structures, providing clearer visualization.

Historical Development: DSA evolved from conventional angiography techniques. The transition to digital technology occurred in the late 20th century, allowing for real-time image processing and improved diagnostic capabilities.

Real-time Imaging: One of the significant advantages of DSA is its ability to provide real-time, dynamic imaging. This feature is particularly valuable during interventional procedures where immediate feedback is crucial.

Applications in Neurology: DSA is widely used in neurology to visualize blood vessels in the brain and spinal cord. It is essential for diagnosing conditions such as aneurysms, arteriovenous malformations (AVMs), and stenosis in cerebral arteries.

Peripheral Vascular Studies: DSA plays a key role in assessing blood vessels in the extremities, aiding in the diagnosis of peripheral arterial disease, evaluation of vascular abnormalities, and guiding interventions like angioplasty.

Cardiac Angiography: In cardiology, DSA is employed for coronary angiography to visualize coronary arteries and assess blood flow. It is crucial in diagnosing coronary artery disease and guiding interventions such as angioplasty and stent placement.

Interventional Radiology Procedures: DSA is an integral component of interventional radiology procedures. It assists in guiding catheter-based interventions, including embolization for bleeding vessels, coil placement for aneurysms, and stent placement for stenotic arteries.

Contrast Agents: Iodine-based contrast agents are commonly used in DSA. These contrast agents are injected into the bloodstream to make blood vessels visible on X-ray images.

Radiation Exposure: While DSA provides valuable diagnostic information, it involves the use of ionizing radiation. Efforts are made to minimize radiation doses, but the potential risks associated with radiation exposure should be considered, especially in sensitive populations.

Image Storage and Digital Processing: DSA images are in digital format, allowing for easy storage, retrieval, and post-processing. Digital technology facilitates collaboration, analysis, and integration with other imaging modalities.

Advantages over Conventional Angiography: DSA offers several advantages, including enhanced visualization of blood vessels, real-time imaging capabilities, and the ability to subtract background structures, leading to improved diagnostic accuracy.

Emerging Technologies: Ongoing research explores advanced imaging techniques, such as 3D DSA, and the integration of artificial intelligence to further improve image processing, diagnostic accuracy, and overall efficiency.

Clinical Decision Support: DSA provides crucial information that aids clinicians in making informed decisions regarding the diagnosis and treatment of vascular conditions. It is an essential tool for vascular surgeons, interventional radiologists, and other healthcare professionals.

Continual Advancements: The field of DSA is continually evolving with ongoing advancements in technology, techniques, and procedural protocols. These advancements aim to enhance patient outcomes and reduce potential risks associated with the procedure.

Academic References on Digital Subtraction Angiography

Books:

  1. Rösch, J., & Keller, F. S. (Eds.). (1990). Diagnostic Angiography. Springer.
  2. Kaufman, J. A., & Lee, M. J. (Eds.). (2003). Vascular and Interventional Radiology: The Requisites. Mosby.
  3. Newton, T. H., & Potts, D. G. (1998). Radiology of the Skull and Brain: Angiography. Mosby.
  4. Uflacker, R. (Ed.). (2014). Atlas of Vascular Anatomy: An Angiographic Approach. Lippincott Williams & Wilkins.
  5. Rubin, G. D., & Dake, M. D. (Eds.). (2014). Diagnostic Imaging: Vascular. Amirsys.

Journal Articles:

  1. Johnson, K. A., Batra, S., & Gundry, C. R. (1995). Digital subtraction angiography in the evaluation of intracranial aneurysms. Neurosurgery, 37(4), 631-637.
  2. Miller, D. L., Balter, S., & Cole, P. E. (2003). Review of radiation dose in diagnostic radiology. Health Physics, 85(1), 47-67.
  3. Hirsch, A. T., & Haskal, Z. J. (2003). Peripheral arterial disease: Diagnosis and management. Journal of the American Medical Association, 289(19), 2510-2518.
  4. Kaufman, J. A. (2008). Techniques of vascular and interventional radiography. Journal of Vascular and Interventional Radiology, 19(6), 823-831.
  5. Saba, L., & Raz, E. (2012). An overview of the use of medical imaging technologies in vascular medicine practice. International Journal of Cardiovascular Imaging, 28(5), 1099-1108.
  6. Timins, M. E., Burhenne, L. J., Cheever, D. M., et al. (1993). Digital subtraction angiography: current clinical applications and research directions. Radiographics, 13(2), 373-394.
  7. Lin, P. J., Yan, D., Yin, F. F., & Kirkpatrick, J. P. (2010). Toward real-time digital subtraction angiography for neurointerventional procedures. Journal of X-Ray Science and Technology, 18(4), 337-345.
  8. Zare Mehrjardi, M., Karimian, A., & Samimagham, H. R. (2014). Digital subtraction angiography in cerebral infarction. Emergency, 2(2), 82-88.
  9. Marks, M. P., Dake, M. D., & Steinberg, G. K. (1995). Comprehensive diagnosis and treatment of perimedullary arteriovenous fistulas. American Journal of Neuroradiology, 16(8), 1641-1647.
  10. Roh, H. G., Byun, H. S., Kim, D. W., et al. (2010). Aneurysm surgery for elderly patients: an analysis of 100 consecutive patients aged 70 years and older. Journal of Neurosurgery, 113(5), 961-967.

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