Presentation on theme: "Introduction to Medical Imaging Introduction to Medical Imaging X-ray and CT Guy Gilboa Course 046831."— Presentation transcript:
Introduction to Medical Imaging Introduction to Medical Imaging X-ray and CT Guy Gilboa Course 046831
X-Ray First imaging modality (Discovered by Röntgen in 1895).
X-ray discovery Wilhelm Rontgen ◦ 1895 - Discovered and detected X-rays ◦ Used it as a first medical imaging modality. Nobel 1901, first Noble prize in physics was awarded to him. First x-ray image. Hand of Anna Rontgen (wife)
Standard optics constraints affect the quality of the X-ray image Taken from  http://www.medphysics.wisc.edu/~block/bme_530_lectures.html
Popular for checking chest (lung problems) and bone fractures
Signal to Noise Ratio Poisson distribution Variance is SNR
X-Ray Summary Advantages: ◦ Cheap and simple ◦ Low radiation (compared to CT) Drawbacks: Does not give 3D info. Bones can occlude significant diagnostic data.
Digital Mummography Used to detect small tumors or microcalcifications in the breast. Very high spatial resolution can CNR are need for these type of pathologies (often <1mm in diameter) Low radiation is important – avoid tissue damage and allow frequent usage. Low energy (e.g. 26 keV) is used – high contrast, low radiation, low penetration.
Computed Tomography (CT) 3D imaging using X-ray radiography
History - Invention of CT Sir Godfrey Hounsfield (English Electrical Engineer), built first CT 1971, scanned head. Allan McLeod Cormack - math framework. Nobel prize for both in 1979 for the invention of CT. 1975 – first full body scanner. Hounsfield sketch
Rendering based on different HU thresholds Taken from https://www.sharbor.com/news/MSG/index.htmlhttps://www.sharbor.com/news/MSG/index.html
X-ray detectors Previously – film, analog radiography. Today – digital radiography ◦ Indirect conversion X-ray to light using a scintillator (CsI:T1) Light to voltage using photodiodes ◦ Direct conversion Thin-Film-Transistors Cadium-Teloride, Cadium-Zinc-Teloride – technology not mature yet.
Multi Slice Detectors Taken from http://tech.snmjournals.org/content/36/2/57/F1.expansion.htmlhttp://tech.snmjournals.org/content/36/2/57/F1.expansion.html
Reconstruction Collimators are used to keep the exposure to a slice. Image is built from multiple projections. Parallel rays are often assumed – simplifies the math. Preprocessing is done for fan-beam – conversion to parallel structure.
Radon transform Input space coordinates x, y Input function f(x, y) Output space coordinates , s Output function F( , s) 2D Geometry Taken from http://uprt.vscht.cz/prochazka/pedag/http://uprt.vscht.cz/prochazka/pedag/
Transform and Its Inverse Radon transform Inverse Radon transform There are several possible parameterizations of the transform, here is one:
Filtered Back Projection The common fast and robust way to reconstruct
FBP illustration From  And another illustration https://www.youtube.com/watch?v=BhOMbjXzjP8 https://www.youtube.com/watch?v=BhOMbjXzjP8
Iterative Reconstruction A more sophisticated way to reconstruct. Can incorporate very accurate modelling of the physical projections. Estimates an initial solution and iteratively forward and backward projects until convergence. Slow, (considered state-of-the-art). Taken from http://www2.alasbimnjournal.cl/alasbimn/CDA/imprime/0,1208,PRT%253D455,00.htmlhttp://www2.alasbimnjournal.cl/alasbimn/CDA/imprime/0,1208,PRT%253D455,00.html
Spectral CT by photon counting Future technology using direct conversion methods. In 2014, not a mature technology yet (works for animals, mummograph).
Spectral CT - example CT image of the thorax of a mouse injected with Au-HDL and iodine contrast agents. Conventional vs. photon-counting CT. Taken from http://www.medical.philips.com/us_en/about/News/Publications/MedicaMun di/Cormode-Fayad.wpd http://www.medical.philips.com/us_en/about/News/Publications/MedicaMun di/Cormode-Fayad.wpd
Uses of CT Used widely to scan almost every organ in the body, popular uses are: Cerebral scans – chronic and accute head and brain scans, internal bleeding, tissue oedema (swelling) and skull fracture. Also to diagnose and follow the progression of some brain tumors. Pulmonary disease – identify size and geometry of lesions. Calcification of nodules, increase in tissue attenuation – can be indicators for cancer.
CT Uses (cont’) Liver imaging - 2-phase liver scan: ◦ A pre-contrasted control scan is acquired as baseline ◦ Two scans following injection of contrast after ~35sec (arterial phase) and ~65sec (portal phase). ◦ Can detect hypervascular lessions, fatty infaltrations into the liver and other liver problems. Cardiac imaging ◦ Used primarily for assessing calcifications within the heart, particularly in coronary arteries. ◦ The presence of coronary calcifications is highly predictive of the future development of cardiac problems.
CT Uses (cont’) (Cardiac – cont’) ◦ Iodine contrast is used. High end machines are needed – with fast gantry rotation to “freeze” the cardiac motion. ◦ Can work with pacemakers, defibrillators, stents etc. where MRI cannot work. Trauma – as CT becomes available and fast – it is commonly used in trauma (ER) – a full body scan is often performed to diagnose internal bleeding and bone fractures.
Examples – cardiac scan Calcified and non-calcified plaque in coronary arteries.
Abdomen CT scan Numerous small heterogeneous hypodense lesions in the liver, some with central enhancement.
3D recon Postsurgical CT reconstruction. Image is of a young man who had suffered a serious motorcycle accident See also http://www.auntminnie.com/index.aspx?sec=ser&sub=def&pag=dis &ItemID=63867 http://www.auntminnie.com/index.aspx?sec=ser&sub=def&pag=dis &ItemID=63867
New GE scanner (Dec 2013) http://www.auntminnie.com/index.aspx?sec=rca&sub=rsna_2013&pag=dis&itemId=105889
CT Summary Advantages: 3D data. High resolution. Very good anatomical info. Fast scanning compared to MRI / PET. Drawbacks: Ionizing radiation. Does not distinguish well between soft tissues. No functional info.