Meeting Banner
Abstract #2085

Effects of Corrupted Signals on Orientation Distribution Function in Q-Ball Imaging: A Simulation Study

Yen-Wei Cheng1, Ming-Chung Chou2, Wen-Yih Isaac Tseng3, Hsiao-Wen Chung4

1 Department of Electrical Engineering, National Ilan University, IIran, Taiwan; 2Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan; 3Center for Optoelectronic Biomedicine, National Taiwan University, Taipei, Taiwan; 4Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan

The purpose of this study was to simulate the randomly corrupted signals and evaluate the resultant ODF errors as well as error reduction rates by using a neighboring interpolation correcting method. The simulation was performed by generating corrupted signals in the gold standard QBI with random loss of signal intensity as well as random occurrence of pixel location. We found that the reduction rates of ODF errors by neighboring interpolation method were 82.62%, 79.32%, 77.67% for b = 2000, 3000, 4000 s/mm2 QBI datasets, so it suggests the proposed NI method is helpful to correct signal loss artifacts in QBI.

Keywords

adding among angular appears artifacts assumption averaging ball biomedicine capable caused collected commonly correct corrected correcting correction corrupted crossings damaged dataset datasets decrease derivation diffusion distances distribution efficacy electrical engineering error errors evaluate exhibits experiment fact fiber finally fluctuations function generating gold hardware healthy helpful hence impact inevitable instability intensities intensity interpolation intra inverse largely location locations loss material matrix medical ming national neighbor neighboring occurrence optoelectronic orientation physiological pixel pixels plots previously proposed radiological random randomly reduced reduces reduction related relied repeated replacing resolution resolving respectively resultant scanner sciences simulate simulated simulation slice slices smoothly sphere subject subsequently suggesting target undamaged unpredictable vary