Elektrik-Elektronik Mühendisliği

EEE 462 | Ders Tanıtım Bilgileri

Dersin Adı

Medical Imaging and Image Processing

Kodu	Yarıyıl	Teori (saat/hafta)	Uygulama/Lab (saat/hafta)	Yerel Kredi	AKTS
EEE 462	FALL	3	0	3	5

Ön-Koşul(lar)	Yok
Dersin Dili	English
Dersin Türü	ELECTIVE_COURSE
Dersin Düzeyi	Lisans
Dersin Veriliş Şekli	Face-to-face
Dersin Öğretim Yöntem ve Teknikleri	Narration / Presentation Question & Answer Problem Solving
Ulusal Meslek Sınıflandırma Kodu	-
Dersin Koordinatörü	Prof. Dr. Aydın Akan
Öğretim Eleman(lar)ı	Prof. Dr. Aydın Akan
Yardımcı(ları)	-

Dersin Amacı

Give the principles and technical aspects of medical imaging instrumentation. Teach students the physical principles of medical image data acquisition, and properties and presentation of medical images. Provide with an overview of the computational and mathematical methods in medical image processing.

Öğrenme Çıktıları

Bu dersi başarıyla tamamlayabilen öğrenciler;

Ad	Açıklama	PC Alt	* Katkı Düzeyi
Ad	Açıklama	PC Alt	1	2	3	4	5
LO1	Understand the principles and main technical aspects of medical imaging instrumentation and data acquisition	1.5			X
LO2	Identify major processes involved in formation of medical images.	1.5			X
LO3	Recognize the imaging modality from their visualizations.	1.5		X
LO4	Appraise efficacy and drawbacks of several medical imaging technologies.	1.5		X
LO5	Understand the principles and technical aspects of, and the need for basic image processing techniques.	4		X
LO6	Describe fundamental methods for enhancement, segmentation, and registration of medical images.	1.5	X

Ders Tanımı

Principles of major medical imaging technologies including x-ray radiography, x-ray computed tomography (CT), ultrasonography, magnetic resonance imaging (MRI), and nuclear imaging (PET and SPECT). A brief discussion on the other emerging imaging technologies such as microscopic imaging. Storage, visualization, and processing of medical image data.

Dersin İlişkili Olduğu Sürdürülebilir Kalkınma Amaçları

Dersin Kategorisi	Temel Ders
	Uzmanlık/Alan Dersleri	X
	Destek Dersleri
	İletişim ve Yönetim Becerileri Dersleri
	Aktarılabilir Beceri Dersleri

HAFTALIK KONULAR VE İLGİLİ ÖN HAZIRLIK ÇALIŞMALARI

Hafta	Konular	Ön Hazırlık	Öğrenme Çıktısı
1	Introduction and Overview: Introduction to medical imaging technology, systems, and modalities. Brief history; importance; applications; trends; challenges.		LO1
2	X-Ray Imaging: X-Ray physics; X-Ray generation, attenuation, scattering; dose	Chapter 1	LO1
3	CT Imaging: Basic principles of CT; reconstruction methods; artifacts; CT hardware	Chapter 1	LO2
4	Ultrasound Imaging: Ultrasound imaging and its applications.	Chapter 3	LO2
5	Medical Image Storage, Archiving and Communication Systems and Formats: Picture archiving and communication system (PACS); Formats: DICOM; Radiology Information Systems (RIS) and Hospital Information Systems (HIS)	Several Sources	LO3
6	Medical Image Visualization and Analysis - I: Fundamentals of visualization; Surface and volume rendering/visualization; Fundamentals of Medical Image Processing	Chapter 5	LO6
7	Medical Image Visualization and Analysis - II: Fundamentals of Medical Image Processing; Thresholding; Segmentation; Registtration	Chapter 5	LO6
8	Midterm Exam in class		-
9	Manyetik Rezonans Görüntüleme (MRG) - I: MR matematiği; Spin fiziği; Görüntüleme temelleri ve donanımı	Chapter 4	LO4
10	Magnetic Resonance Imaging (MRI)- II	Chapter 4	LO4
11	Nuclear Imaging: PET and SPECT Imaging methods; mathematical principles; resolution; noise effect; 3D imaging; positron emission tomography; single photon emission tomography	Chapter 2	LO5
12	Emerging Technologies of Medical Imaging: Confocal, multi-photon microscopic imaging; Deconvolution microscopy	Several Sources	LO5
13	Applications of Medical Imaging - I	Several Sources	LO3
14	Applications of Medical Imaging - II	Several Sources	LO3
15	Review of the Semester		-
16	Review of the Semester		-

Ders Kitabı	Andrew G. Webb Introduction to Biomedical Imaging Wiley-lEEE Press 2003.
Önerilen Okumalar/Materyaller	Paul Suetens Fundamentals of Medical Imaging Cambridge 2009 ISBN: 9780521519151. Jerry L. Prince and Jonathan Links Medical Imaging Signals and Systems Prentice Hall 2014 ISBN: 9780521519151. Jacop Beutel et al. Handbook of Medical Imaging: Physics and Psychophysics SPIE Press 2000 ISBN: 0819436216.

DEĞERLENDİRME ÖLÇÜTLERİ

Yarıyıl Aktiviteleri	Sayı	Katkı Payı %	LO1	LO2	LO3	LO4	LO5	LO6
Ara Sınav	1	30	X	X	X	X	X
Küçük Sınav / Stüdyo Kritiği	2	15	X	X	X
Ödev	1	15	X	X	X	X	X	X
Final Sınavı	1	40				X	X	X
Toplam	5	100

AKTS / İŞ YÜKÜ TABLOSU

Yarıyıl Aktiviteleri	Sayı	Süre (Saat)	İş Yükü
Katılım	-	-	-
Teorik Ders Saati	16	3	48
Laboratuvar / Uygulama Ders Saati	-	-	-
Sınıf Dışı Ders Çalışması	14	3	42
Arazi Çalışması	-	-	-
Küçük Sınav / Stüdyo Kritiği	2	4	8
Portfolyo	-	-	-
Ödev	5	4	20
Sunum / Jüri Önünde Sunum	-	-	-
Proje	-	-	-
Seminer/Çalıştay	-	-	-
Sözlü Sınav	-	-	-
Ara Sınavlar	1	12	12
Final Sınavı	1	20	20
		Toplam	150

DERSİN ÖĞRENME ÇIKTILARININ PROGRAM YETERLİLİKLERİ İLE İLİŞKİSİ

#	PC Alt	Program Yeterlilikleri / Çıktıları	* Katkı Düzeyi
#	PC Alt	Program Yeterlilikleri / Çıktıları	1	2	3	4	5
1	Engineering Knowledge: Knowledge of mathematics, science, basic engineering, computation, and related engineering discipline-specific topics; the ability to apply this knowledge to solve complex engineering problems.
	1	Mathematics
	2	Science
	3	Basic Engineering
	4	Computation
	5	Related engineering discipline-specific topics	LO6	LO3 LO4	LO1 LO2
	6	The ability to apply this knowledge to solve complex engineering problems
2	Problem Analysis: Ability to identify, formulate and analyze complex engineering problems using basic knowledge of science, mathematics and engineering, and considering the UN Sustainable Development Goals relevant to the problem being addressed.
3	Engineering Design: The ability to devise creative solutions to complex engineering problems; the ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions.
	1	Ability to design creative solutions to complex engineering problems
	2	Ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions
4	Use of Techniques and Tools: Ability to select and use appropriate techniques, resources, and modern engineering and computing tools, including estimation and modeling, for the analysis and solution of complex engineering problems, while recognizing their limitations.			LO5
5	Research and Investigation: Ability to use research methods to investigate complex engineering problems, including literature research, designing and conducting experiments, collecting data, and analyzing and interpreting results.
	1	Literature research for the study of complex engineering problems
	2	Designing experiments
	3	Ability to use research methods, including conducting experiments, collecting data. analyzing and interpreting results
6	Global Impact of Engineering Practices: Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals; awareness of the legal implications of engineering solutions.
	1	Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals
	2	Awareness of the legal implications of engineering solutions
7	Ethical Behavior: Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility; awareness of being impartial, without discrimination, and being inclusive of diversity.
	1	Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility ethical responsibility
	2	Awareness of being impartial and inclusive of diversity, without discriminating on any subject
8	Individual and Teamwork: Ability to work effectively, individually and as a team member or leader on interdisciplinary and multidisciplinary teams (face-to-face, remote or hybrid).
	1	Ability to work individually and within the discipline
	2	Ability to work effectively as a team member or leader in multidisciplinary teams (face-to-face, remote or hybrid)
9	Verbal and Written Communication: Taking into account the various differences of the target audience (such as education, language, profession) on technical issues.
	1	Ability to communicate verbally
	2	Ability to communicate effectively in writing
10	Project Management: Knowledge of business practices such as project management and economic feasibility analysis; awareness of entrepreneurship and innovation.
	1	Knowledge of business practices such as project management and economic feasibility analysis
	2	Awareness of entrepreneurship and innovation
11	Lifelong Learning: Lifelong learning skills that include being able to learn independently and continuously, adapting to new and developing technologies, and thinking questioningly about technological changes.