放射線画像やカラー画像機器における画像再構成技術,画像診断支援技術と,画像保存や通信などの画像管理におけるセキュリティ技術について講義する。
この科目は医歯工学特別コースの授業科目である。コースの概要,履修についての詳細は医歯工学特別コースのページをご覧ください。
This course will feature an image and information aspects of a medical engineering, such as a mechanism of X-ray CT, SPECT and PET, image reconstruction methods etc. In addition, a diagnostic technique will be will be presented in the lecture.
01.Linear Inverse Problems
02.Maximum Liklihood and EM Algorithm
03.Baysian Estimation
04.Theory of the Computed Tomography
05.X-ray Computed Tomography
06.Single Photon Emission Tomography and Positoron Emission Tomography
07.Medical information systems
08.Computed Aided and Assited Diagonosis
Reference book are ""Computed Tomography,"" J.Hsieh, SPIE Press, ""The EM Algorithm and Extensions,"" G.J.McLachlan and T.Krishnan ,WILEY-INTERSCIENCE, ""The Theory and Practice of 3D PET,"" B.Bendriem and D.W.Townsend, Kluwer Academic Publishers and ""放射線診断機器工学"" 医歯薬出版(株)
This class requires knowledge of fundamentals on the image processing in undergraduate levels
Evaluation will be based on the term-end examination.
This course gives you comprehensive theory and practice related to the latest medical image processing and informatics. Anytime you can visit my office with permission by email.