理工学研究科Graduate School of Science and Engineering
HUI500X3（人間情報学 / Human informatics 500）画像工学特論１Image Processing (Ⅰ)
尾川 浩一Ogawa KOICHI
授業コードなどClass code etc
| 学部・研究科Faculty/Graduate school | 理工学研究科Graduate School of Science and Engineering |
| 添付ファイル名Attached documents | |
| 年度Year | 2023 |
| 授業コードClass code | YD014 |
| 旧授業コードPrevious Class code | |
| 旧科目名Previous Class title | |
| 開講時期Term | 秋学期授業/Fall |
| 曜日・時限Day/Period | 水1/Wed.1 |
| 科目種別Class Type | |
| キャンパスCampus | 小金井 |
| 教室名称Classroom name | 各学部・研究科等の時間割等で確認 |
| 配当年次Grade | |
| 単位数Credit(s) | |
| 備考（履修条件等）Notes | |
| 実務経験のある教員による授業科目Class taught by instructors with practical experience | |
| カテゴリーCategory | 生命機能学専攻 |
すべて開くShow all
すべて閉じるHide All
Outline (in English)
【Course outline】The aim of this course is to understand the generation of images. 【Learning Objectives】At the end of the course, students are expected to obtain some skills to develp an imaging modarity. 【Learning activities outside of classroom】Before each class meeting, students will be expected to have read the relevant chapter from the text. Your required study time is at least one hour for each class meeting. 【Grading Criteria /Policy】Grading will be decided based on lab reports (80%), and class contribution (20%).
授業で使用する言語Default language used in class
英語 / English
授業の概要と目的（何を学ぶか）Outline and objectives
The basic concept of the generation of an image with the interactions between media and waves such as electromagnetic waves is described in this class. The theme of this lecture is to understand imaging techniques consist of several physical phenomena and mathematics.
到達目標Goal
The goal of the class is to understand that how several imaging modalities work and how the mathematical algorithms are used to make an image. The imaging modalities illustrated in this lecture are those used in the practical clinical field. The basics of these modalities are described as well as the cutting edge technologies for each modality. The waves used for imaging are x-rays, gamma rays, electro-magnetic waves and ultrasound. The target modalities are digital radiography, digital mammography, ultrasonic echo, x-ray CT(computed tomography), magnetic resonance imaging, single photon emission CT, and positron emission tomography.
この授業を履修することで学部等のディプロマポリシーに示されたどの能力を習得することができるか（該当授業科目と学位授与方針に明示された学習成果との関連）Which item of the diploma policy will be obtained by taking this class?
ディプロマポリシーのうち、「DP1」「DP2」「DP3」に関連
授業で使用する言語Default language used in class
英語 / English
授業の進め方と方法Method(s)（学期の途中で変更になる場合には、別途提示します。 /If the Method(s) is changed, we will announce the details of any changes. ）
The class will be served with a face to face lecture with discussion. The feedback of a report will be made with a learning management system of e-mail directly.
アクティブラーニング（グループディスカッション、ディベート等）の実施Active learning in class (Group discussion, Debate.etc.)
あり / Yes
フィールドワーク（学外での実習等）の実施Fieldwork in class
なし / No
授業計画Schedule
授業形態/methods of teaching：対面/face to face
※各回の授業形態は予定です。教員の指示に従ってください。
1st[対面/face to face]：Physics for imaging
Generation of x-rays and interactions between x-rays and media, measurement of x-rays in diagnostic medicine
2nd[対面/face to face]：Mathematics for imaging
Delta function, point spread function, convolution, Fourier transform, random theory
3rd[対面/face to face]：Digital radiography(1)
X-ray detection media, flat panel detector(FPD)
4th[対面/face to face]：Digital radiography(2)
Structure of FPD and imaging techniqes, performance evaluation, clinical application
5th[対面/face to face]：Digital mammography
Mammography apparatus, structure of detectors, imaging techniques
6th[対面/face to face]：Magnetic resonance imaging(1)
Principles of magnetic resonance imaging
7th[対面/face to face]：Magnetic resonance imaging(2)
Pulse sequence for imaging, artifacts
8th[対面/face to face]：Magnetic resonance imaging(3)
Hardware and software, topics
9th[対面/face to face]：Ultrasonic echo
Scanning techniques, imaging techniques, recent topics
10th[対面/face to face]：X-ray CT(1)
Principle of the computed tomography, x-ray detector
11th[対面/face to face]：X-ray CT(2)
Image reconstruction techniques, image quality
12th[対面/face to face]：X-ray CT(3)
Artifact, multislice CT, recent topics
13th[対面/face to face]：Single photon emission CT (SPECT)
Single photon and positron, detection of photons, scintillator and semiconductor detecto、SPECT apparatus
14th[対面/face to face]：Positron emission CT
Absorption correction, scatter correction, SPECT/CT, recent topics
授業時間外の学習（準備学習・復習・宿題等）Work to be done outside of class (preparation, etc.)
Reading of a handout distributed beforehand。 Preparation and review of a class are requited for about four hours. The on-demand contents which are the recording of each class will be helpful for review.
テキスト（教科書）Textbooks
Selfmade textbook
参考書References
(1)Handbook of Medical Imaging, Japan Association of Medical Imaging Technology, 2012
(2)Handbook of Medical Imaging, vol.1, Milan Sonka et al, SPIE press
(3)Computed Tomography, Buzug TM, Springer
(4)The Essential Physics of Medical Imaging, Bushberg JT, Lippincott Williams & Wilkins
成績評価の方法と基準Grading criteria
[method] Report (100%)
[criteria] Understanding the goal over 60%
学生の意見等からの気づきChanges following student comments
I realized a comprehensive class with many images
学生が準備すべき機器他Equipment student needs to prepare
Note CT or desktop computer.