Medical Imaging -- Introduction

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Medical Imaging – IntroductionJan KybicFebruary 16, 2010

Medical imaging: a collaborative paradigmpicture from Atam P. Dhawan: Medical Imaging

From physiology to information processing(what we should learn) Understanding Imaging Medium Physics of Imaging Imaging Instrumentation Data Acquisition Methods Image Processing and Analysis

From physiology to information processing(what we should learn) Understanding Imaging Medium Physics of Imaging Imaging Instrumentation Data Acquisition Methods Image Processing and Analysis

From physiology to information processing(what we should learn) Understanding Imaging Medium Physics of Imaging Imaging Instrumentation Data Acquisition Methods Image Processing and Analysis

From physiology to information processing(what we should learn) Understanding Imaging Medium Physics of Imaging Imaging Instrumentation Data Acquisition Methods Image Processing and Analysis

From physiology to information processing(what we should learn) Understanding Imaging Medium Physics of Imaging Imaging Instrumentation Data Acquisition Methods Image Processing and Analysis

Medical imaging pipeline

Medical imaging pipelinepatient/subjectPhysical propertyImaging deviceRaw dataPreprocessingImproved titative/qualitative inf.physicianDecision

Medical imaging pipelinepatient/subjectPhysical propertyImaging deviceRaw dataPreprocessingImproved titative/qualitative inf.physicianDecision

Medical imaging pipelinepatient/subjectPhysical propertyImaging deviceRaw dataPreprocessingImproved titative/qualitative inf.Statistical processingphysicianDecision

Imaging devicePhysical property:density, absorbance,conductivity, . . .Raw dataImaging deviceExamples: CT, X-rays, MRI, ultrasound, . . .

PreprocessingA prioriknowledgePreprocessed, cleaned,enhanced dataRaw dataPreprocessingExamples: Noise suppression, contract enhancement, intensity equalization,outlier elimination, bias compensation, time/space filtering, . . .

ReconstructionPhysics of the acquisitiondevicePhysically meaningfullimages, volumes, sequencesPreprocessed raw dataReconstruction Inverse problemExamples: Tomographic reconstruction MRI, ultrasound . . .

InterpretationA prioriknowledgeImages, gQuantitative& qualitative inf.size, changes,metabolic inf.Examples: Registration, segmentation, classification, tracking,. . .

Modalities

Classification of medical modalities What information do we need? anatomical, physiological, functional

Classification of medical modalities What information do we need? anatomical, physiological, functionalWhat is the energy source? external, internal, combined

Classification of medical modalities What information do we need? What is the energy source? anatomical, physiological, functionalexternal, internal, combinedHow good is the image? resolution, noise

Classification of medical modalities What information do we need? What is the energy source? external, internal, combinedHow good is the image? anatomical, physiological, functionalresolution, noiseHow much does it cost?

Energy source

Electromagnetic spectrum

Examples

MicroscopyOptical microscopy – since 17th century; Jensen, van Leeuwenhoek,Galilei, . . .

X-rays / Radiography1895, W. RöntgenB. Röntgen handmodern hand

Computed tomographyThe machine:

Ultrasound – Equipment

MEG and EEGMagnetoencephalographyElectroencephalography

Magnetic resonance imaging (MRI)Larmor, Bloch, Purcell, Rabi, Lauterbur,. . . around 1973.

. . . and many others SPECT (Single Photon Emission Computed Tomography) PET (Positron Emission Tomography) gamma camera termography .

OK, here ends the preview. Questions?. . . otherwise let us start with image processing

Medical imaging: a collaborative paradigm picture from Atam P. Dhawan: Medical Imaging. From physiology to information processing (what we should learn) Understanding Imaging Medium Physics of Imaging

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