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Medical Imaging Systems Technology: Methods in cardiovascular and brain systems. Capa · Cornelius T. Leondes. World Scientific, - páginas.
Table of contents
- Machine Learning Approaches in Cardiovascular Imaging
- New Optical Method for Functional Brain Imaging | Medgadget
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Projection radiography and fluoroscopy, with the latter being useful for catheter guidance. These 2D techniques are still in wide use despite the advance of 3D tomography due to the low cost, high resolution, and depending on the application, lower radiation dosages with 2D technique.
This imaging modality utilizes a wide beam of x rays for image acquisition and is the first imaging technique available in modern medicine. A magnetic resonance imaging instrument MRI scanner , or "nuclear magnetic resonance NMR imaging" scanner as it was originally known, uses powerful magnets to polarize and excite hydrogen nuclei i.grupoavigase.com/includes/324/3146-mundo-anuncio-chico.php
Machine Learning Approaches in Cardiovascular Imaging
Radio frequency antennas "RF coils" send the pulse to the area of the body to be examined. The RF pulse is absorbed by protons, causing their direction with respect to the primary magnetic field to change.
When the RF pulse is turned off, the protons "relax" back to alignment with the primary magnet and emit radio-waves in the process. This radio-frequency emission from the hydrogen-atoms on water is what is detected and reconstructed into an image. The resonant frequency of a spinning magnetic dipole of which protons are one example is called the Larmor frequency and is determined by the strength of the main magnetic field and the chemical environment of the nuclei of interest. MRI uses three electromagnetic fields : a very strong typically 1. Like CT , MRI traditionally creates a two-dimensional image of a thin "slice" of the body and is therefore considered a tomographic imaging technique.
Modern MRI instruments are capable of producing images in the form of 3D blocks, which may be considered a generalization of the single-slice, tomographic, concept. Unlike CT, MRI does not involve the use of ionizing radiation and is therefore not associated with the same health hazards. For example, because MRI has only been in use since the early s, there are no known long-term effects of exposure to strong static fields this is the subject of some debate; see 'Safety' in MRI and therefore there is no limit to the number of scans to which an individual can be subjected, in contrast with X-ray and CT.
However, there are well-identified health risks associated with tissue heating from exposure to the RF field and the presence of implanted devices in the body, such as pacemakers. These risks are strictly controlled as part of the design of the instrument and the scanning protocols used. Because CT and MRI are sensitive to different tissue properties, the appearances of the images obtained with the two techniques differ markedly. In CT, X-rays must be blocked by some form of dense tissue to create an image, so the image quality when looking at soft tissues will be poor.
In MRI, while any nucleus with a net nuclear spin can be used, the proton of the hydrogen atom remains the most widely used, especially in the clinical setting, because it is so ubiquitous and returns a large signal. This nucleus, present in water molecules, allows the excellent soft-tissue contrast achievable with MRI. Nuclear medicine encompasses both diagnostic imaging and treatment of disease, and may also be referred to as molecular medicine or molecular imaging and therapeutics. Different from the typical concept of anatomic radiology, nuclear medicine enables assessment of physiology.
This function-based approach to medical evaluation has useful applications in most subspecialties, notably oncology, neurology, and cardiology. Gamma cameras and PET scanners are used in e. Relatively short-lived isotope , such as 99m Tc is administered to the patient. Isotopes are often preferentially absorbed by biologically active tissue in the body, and can be used to identify tumors or fracture points in bone.
Images are acquired after collimated photons are detected by a crystal that gives off a light signal, which is in turn amplified and converted into count data. Fiduciary markers are used in a wide range of medical imaging applications.
New Optical Method for Functional Brain Imaging | Medgadget
Images of the same subject produced with two different imaging systems may be correlated called image registration by placing a fiduciary marker in the area imaged by both systems. In this case, a marker which is visible in the images produced by both imaging modalities must be used. By this method, functional information from SPECT or positron emission tomography can be related to anatomical information provided by magnetic resonance imaging MRI. Medical ultrasonography uses high frequency broadband sound waves in the megahertz range that are reflected by tissue to varying degrees to produce up to 3D images.
This is commonly associated with imaging the fetus in pregnant women. Uses of ultrasound are much broader, however. Other important uses include imaging the abdominal organs, heart, breast, muscles, tendons, arteries and veins. While it may provide less anatomical detail than techniques such as CT or MRI, it has several advantages which make it ideal in numerous situations, in particular that it studies the function of moving structures in real-time, emits no ionizing radiation , and contains speckle that can be used in elastography.
Ultrasound is also used as a popular research tool for capturing raw data, that can be made available through an ultrasound research interface , for the purpose of tissue characterization and implementation of new image processing techniques. The concepts of ultrasound differ from other medical imaging modalities in the fact that it is operated by the transmission and receipt of sound waves. The high frequency sound waves are sent into the tissue and depending on the composition of the different tissues; the signal will be attenuated and returned at separate intervals.
A path of reflected sound waves in a multilayered structure can be defined by an input acoustic impedance ultrasound sound wave and the Reflection and transmission coefficients of the relative structures. It is also relatively inexpensive and quick to perform.
Ultrasound scanners can be taken to critically ill patients in intensive care units, avoiding the danger caused while moving the patient to the radiology department. The real-time moving image obtained can be used to guide drainage and biopsy procedures. Doppler capabilities on modern scanners allow the blood flow in arteries and veins to be assessed. Elastography is a relatively new imaging modality that maps the elastic properties of soft tissue.
This modality emerged in the last two decades. For example, cancerous tumours will often be harder than the surrounding tissue, and diseased livers are stiffer than healthy ones. The wide clinical use of ultrasound elastography is a result of the implementation of technology in clinical ultrasound machines.
Photoacoustic imaging is a recently developed hybrid biomedical imaging modality based on the photoacoustic effect. It combines the advantages of optical absorption contrast with an ultrasonic spatial resolution for deep imaging in optical diffusive or quasi-diffusive regime. Recent studies have shown that photoacoustic imaging can be used in vivo for tumor angiogenesis monitoring, blood oxygenation mapping, functional brain imaging, and skin melanoma detection, etc. Tomography is the imaging by sections or sectioning.
The main such methods in medical imaging are:. When ultrasound is used to image the heart it is referred to as an echocardiogram. Echocardiography allows detailed structures of the heart, including chamber size, heart function, the valves of the heart, as well as the pericardium the sac around the heart to be seen.
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Echocardiography uses 2D, 3D, and Doppler imaging to create pictures of the heart and visualize the blood flowing through each of the four heart valves. Echocardiography is widely used in an array of patients ranging from those experiencing symptoms, such as shortness of breath or chest pain, to those undergoing cancer treatments.
Transthoracic ultrasound has been proven to be safe for patients of all ages, from infants to the elderly, without risk of harmful side effects or radiation, differentiating it from other imaging modalities. Echocardiography is one of the most commonly used imaging modalities in the world due to its portability and use in a variety of applications. In emergency situations, echocardiography is quick, easily accessible, and able to be performed at the bedside, making it the modality of choice for many physicians.
FNIR Is a relatively new non-invasive imaging technique. NIRS near infrared spectroscopy is used for the purpose of functional neuroimaging and has been widely accepted as a brain imaging technique. Using superparamagnetic iron oxide nanoparticles , magnetic particle imaging MPI is a developing diagnostic imaging technique used for tracking superparamagnetic iron oxide nanoparticles.
The primary advantage is the high sensitivity and specificity , along with the lack of signal decrease with tissue depth. MPI has been used in medical research to image cardiovascular performance, neuroperfusion , and cell tracking. Medical imaging may be indicated in pregnancy because of pregnancy complications , intercurrent diseases or routine prenatal care. Magnetic resonance imaging MRI without MRI contrast agents as well as obstetric ultrasonography are not associated with any risk for the mother or the fetus, and are the imaging techniques of choice for pregnant women.
The amount of data obtained in a single MR or CT scan is very extensive. Some of the data that radiologists discard could save patients time and money, while reducing their exposure to radiation and risk of complications from invasive procedures. Volume rendering techniques have been developed to enable CT, MRI and ultrasound scanning software to produce 3D images for the physician. To produce 3D images, many scans are made and then combined by computers to produce a 3D model, which can then be manipulated by the physician.
In diagnosing disease of the viscera of the abdomen, ultrasound is particularly sensitive on imaging of biliary tract, urinary tract and female reproductive organs ovary, fallopian tubes. As for example, diagnosis of gallstone by dilatation of common bile duct and stone in the common bile duct. With the ability to visualize important structures in great detail, 3D visualization methods are a valuable resource for the diagnosis and surgical treatment of many pathologies. It was a key resource for the famous, but ultimately unsuccessful attempt by Singaporean surgeons to separate Iranian twins Ladan and Laleh Bijani in The 3D equipment was used previously for similar operations with great success.
Some of these techniques [ example needed ] are still at a research stage and not yet used in clinical routines.