Medical Imaging Techniques | |||||
Associate | TR-NQF-HE: Level 5 | QF-EHEA: Short Cycle | EQF-LLL: Level 5 |
Course Code: | UNI327 | ||||
Course Name: | Data Analysis with R | ||||
Semester: | Spring | ||||
Course Credits: |
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Language of instruction: | Turkish | ||||
Course Condition: | |||||
Does the Course Require Work Experience?: | No | ||||
Type of course: | University Elective | ||||
Course Level: |
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Mode of Delivery: | E-Learning | ||||
Course Coordinator: | Öğr. Gör. AYŞEGÜL ÇALIŞKAN İŞCAN | ||||
Course Lecturer(s): | Dr. Ayşegül Çalışkan İşcan | ||||
Course Assistants: |
Course Objectives: | This course aims to teach the R programming language at a basic level. |
Course Content: | This course includes basic elements of R programming languages. |
The students who have succeeded in this course;
1) Have knowledge about R programming language 2) Learns R programming language at a basic level. 3) Can analyze any data by using R language. 4) Can understand and manipulate any R code. 5) Can make statistical analysis by using R language. |
Week | Subject | Related Preparation |
1) | Course overview | |
2) | R Arithmetic, Atomic Data Types | |
3) | Variables, Vectors | |
4) | Matrices | |
5) | Lists, Data Frames | |
6) | Factors, Reading and Writing Data | |
7) | Exercises, Lesson Repetition | |
8) | Mid-term Week | |
9) | Control flow, functions | |
10) | Exploring and Preparing Data | |
11) | Working with text data | |
12) | Preparing Numeric Data, Dealing with Dates | |
13) | Merging data, Frequency tables | |
14) | Plotting in Base R, plotting with ggplot2 |
Course Notes / Textbooks: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
References: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
Course Learning Outcomes | 1 |
2 |
3 |
4 |
5 |
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Program Outcomes | |||||||||||||
1) Has a basic level of theoretical and practical knowledge about the field of Medical Imaging Techniques. | |||||||||||||
2) Apply radiation safety and radiation protection rules. It takes necessary measures to protect itself and the patient from the harmful effects of radiation. | |||||||||||||
3) Knows the infrastructure of medical imaging devices, daily maintenance and controls of the devices. | |||||||||||||
4) Has knowledge about occupational health and safety. | |||||||||||||
5) In order to solve unforeseen complex problems encountered in the applications related to the field, it takes part in the team and acts in accordance with the quality management and processes and takes individual responsibility when necessary. | |||||||||||||
6) Communicates effectively with colleagues, patients, relatives, physicians and other health professionals. | |||||||||||||
7) Knows radiological anatomy at basic level. Recognize the anatomical structures displayed. | |||||||||||||
8) Know medical and radiological terms, uses effectively. | |||||||||||||
9) Has the ability to communicate and work effectively with different medical sciences. | |||||||||||||
10) Adopts the principle of lifelong learning and follows and learns the technological developments in the field. | |||||||||||||
11) Follows the information in his / her field and communicates with his / her colleagues by using a foreign language at least at a level of European Language Portfolio A2 General Level. | |||||||||||||
12) Uses information and communication technologies with computer software at least at the basic level of European Computer Driving License required by the field. | |||||||||||||
13) Has knowledge about ethical principles and rules in the field. |
No Effect | 1 Lowest | 2 Average | 3 Highest |
Program Outcomes | Level of Contribution | |
1) | Has a basic level of theoretical and practical knowledge about the field of Medical Imaging Techniques. | |
2) | Apply radiation safety and radiation protection rules. It takes necessary measures to protect itself and the patient from the harmful effects of radiation. | |
3) | Knows the infrastructure of medical imaging devices, daily maintenance and controls of the devices. | |
4) | Has knowledge about occupational health and safety. | |
5) | In order to solve unforeseen complex problems encountered in the applications related to the field, it takes part in the team and acts in accordance with the quality management and processes and takes individual responsibility when necessary. | |
6) | Communicates effectively with colleagues, patients, relatives, physicians and other health professionals. | |
7) | Knows radiological anatomy at basic level. Recognize the anatomical structures displayed. | |
8) | Know medical and radiological terms, uses effectively. | |
9) | Has the ability to communicate and work effectively with different medical sciences. | |
10) | Adopts the principle of lifelong learning and follows and learns the technological developments in the field. | |
11) | Follows the information in his / her field and communicates with his / her colleagues by using a foreign language at least at a level of European Language Portfolio A2 General Level. | |
12) | Uses information and communication technologies with computer software at least at the basic level of European Computer Driving License required by the field. | |
13) | Has knowledge about ethical principles and rules in the field. |
Semester Requirements | Number of Activities | Level of Contribution |
Application | 13 | % 20 |
Midterms | 1 | % 30 |
Final | 1 | % 50 |
total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 50 | |
PERCENTAGE OF FINAL WORK | % 50 | |
total | % 100 |
Activities | Number of Activities | Workload |
Course Hours | 15 | 45 |
Study Hours Out of Class | 16 | 16 |
Project | 1 | 8 |
Midterms | 1 | 1 |
Total Workload | 70 |