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Current Topics in Medical Physics Research Xiaoming Zheng, PhD. School of Dentistry and Health Science Chengdu, China, 2009
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Current Research Interests Image reconstruction algorithms Scatter and resolution corrections Image quality assessment Clinical image analysis Computer aided diagnosis Radiation detectors
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Filtered Back-Projection
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Butterworth Filter and Cutoff Frequency
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Iterative Reconstruction
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Rescaled Block Iterative Reconstruction Algorithm
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Attenuation Compensation
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Scatter Compensation
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Resolution Compensation
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Images Reconstructions Iterative Reconstruction: Rescaled Block Iterative Algorithm including attenuation, scatter, and distance resolution compensation. Parameters tested: iteration 1,3,5,7,10 and post Gaussian filter FWHM 0,1,2,3,4 pixels Filtered Back-Projection: Parameters tested: Butterworth filter cut-off frequencies: 0.10, 0.15, 0.20, 0.25 and 0.30 pixel -1
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Reconstructed images FBPIterative
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Human and Numerical Observer Image Quality Studies Human observer study using receiver operating characteristics Numerical observer employing an ideal observer model.
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Receiver Operating Characteristics
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Numerical Observers
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Types of Channels
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Numerical Observer Results: RBI
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Human Observer Results
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Scatter and Cross-talk Correction in Dual Radionuclide Imaging
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The Neural Network
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Before Correction After Correction
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Image Registration
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Statistical Parametric Mapping
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Radiation Dose Optimization in CT Biological effect of ionizing radiation Cancer rate vs radiation dose Radiation dose reduction: image quality vs radiation dose Technical parameters: kVp, mAs, etc.
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CT Scan Parameters and Dose Index ScannerkVpmAsCTDIv (mGy) Brain Toshiba 13019532.2 GE12022046.0 Siemens12048569.8 Abdomen Toshiba 1201509.60 GE12018014.5 Siemens12022016.9
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CT machine Brain CTDI V (mGy) Image quality rank score Abdomen CTDI V (mGy) Image quality rank score Machine Image quality score average Single slice32.22.859.602.562.71 16 slice46.03.3614.53.283.32 64 slice69.84.4316.94.264.35 CT Dose Index and image quality scores summary
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Single Slice CT Images
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16 Slice CT Images
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64 Slice CT Images
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Computer Assisted Diagnosis Provide second opinion to radiologists. FDA approved systems include breast and lung cancer detections. Image processing Image data base Artificial intelligence.
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PET/SPECT Simulation Using GEANT
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Radiation Detectors Room temperature Semiconductor Detectors: Materials and mechanisms Magnetic resonance coils designs.
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(GE Medical Systems) Detector head Scintillator-based gamma camera
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CZT / NaI comparison ELGEMS CZT pixilated small field imager Anger camera (NaI) Test image Thyroid phantom
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CdZnTe (CZT) E h e + - X CdZnTe: Gamma rays create electron/hole pairs. The gamma energy level is proportional to the electrical current. Semiconductor - CZT
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The GaAs detectors
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Hybrid Modalities – PET/CT
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Hybrid Imaging Systems
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New Imaging Systems New detector technology. Optical imaging: visible, ultraviolet, inferred. Molecular imaging: PET, fMRI, Optical Hybrid imaging systems. T Herts imaging.
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Optical Imaging
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Teraherts Imaging
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Thickness of tissue probed 30 m 100 m 1mm 1cm 10cm 400 nm 800 nm 1600 nm 10 m 100 m Thermography THz imaging Confocal/ multi-photon microscopy Diffuse optical tomography Optical coherence tomography
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Magnetoencephalography
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Medical Physics Topics? Treatment of depression: Transcranial magnetic stimulation. Killing of cancer cells: Electric field on biological molecules.
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