医用画像情報学   Medical Image Informatics

文字サイズ 

担当教員
小尾 高史 
使用教室
金3-4(G223)  
単位数
講義:2  演習:0  実験:0
講義コード
88102
シラバス更新日
2012年9月21日
講義資料更新日
2013年1月31日
アクセス指標
学期
後期

講義概要

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.

講義の目的

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.

講義計画

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

教科書・参考書等

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)

関連科目・履修の条件等

This class requires knowledge of fundamentals on the image processing in undergraduate levels

成績評価

Evaluation will be based on the term-end report.

担当教員の一言

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.

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