生醫影像暨人工智慧學程(碩士班)

長庚大學 醫學影像暨放射科學系碩士班

生醫影像暨人工智慧學程

Biomedical Imaging and Artificial Intelligence Certificate Program

Graduate Program of Department of Medical Imaging & Radiological Sciences

Chang Gung University

一、 宗旨(Purpose)

為培養生物醫學影像科學研究人才,提供本所及本校研究生滿足放射藥物、分子影像、生物醫學影像與人工智慧研究之專業知識需求,特制訂生醫影像暨人工智慧學程。

To provide course work for graduate students seeking a professional career in the field of biomedical imaging research with courses including radiopharmaceutical research, molecular imaging, biomedical imaging and artificial intelligence.

二、 依據:

    依據「長庚大學學程設置原則」辦理。

The Guidance for Establishing an Educational program of Chang Gung University.

三、 設置單位:

    長庚大學醫學院醫學影像暨放射科學系 (醫放系)

    Department of Medical Imaging and Radiological Sciences (MIRS), College of Medicine, Chang Gung University.

四、 完成證書 Program Certificate):

    學生完成本學程所有課程將由本系頒發「生醫影像暨人工智慧學程」證書一張。

    All students who complete the program requirement will receive a program certificate from the MIRS department.

五、 修習學分 (Required Course Hours)

    All students must take at least 5 courses, and including the following courses:

    所有學生應修習下列課程至少5門課:

  1. 學程必修課程(醫學影像):醫學影像處理 (3學分)

Courses required by this Program: Medical Image Processing (3 hrs)

  1. 學程必選修至少五選三,核子醫學物理暨藥物學 (Physics and Pharmaceuticals in Nuclear Medicine)(3學分)、分子影像學 (Molecular Imaging)(3學分)、磁振造影學 (MRI: Basic Principles and Applications)3學 分)、功能性磁振造影 (Functional MRI)(3學分),醫學影像系統 (Medical Imaging Systems)3學 分),超音波影像特論 (Special Topics in Ultrasound Imaging) (3學 分)

Required elective courses in medical imaging (minimum 3 elective courses): Physics and Pharmaceuticals in Nuclear Medicine3hr)、Molecular Imaging3hr)、Magnetic Resonance Imaging: Basic Principles and Applications3hr)、Functional MRI3hr), Biomedical Imaging Systems3hr),Special Topics in Ultrasound Imaging (3hr)

  1. 學程必選修課程(人工智慧):以下課程至少選一門課,醫學影像處理特論 (Special Topics in Medical Image Processing) 3學分),機器學習 (Machine Learning)3學分),樣型識別 (Pattern Recognition)3學分)類神經網路(Artificial Neural Network)3學分),深度學習概論(Introduction to Deep Learning)(2學分),或經學程召集人認定之相關課程。

Required elective courses in AI (minimum 1 elective course): Special Topics in Medical Imaging Processing 3hr), Machine Learning3hr Pattern Recognition3hr Artificial Neural Network3hr), Introduction to Deep Learning(2hr)or Courses approved by the program directors

六、學程召集人 (Program Directors)

蕭穎聰 (Ing-Tsung Hsiao) (分機5389:e-mail:ihsiao@mail.cgu.edu.tw)

翁駿程 (Juin-Cheng Weng) (分機5394:e-mail: jcweng@mail.cgu.edu.tw)

Courses specific to this program:

課程

系所(學分數)

必選修

備註

醫學影像處理 (Medical Image Processing)

醫放所(3)

學程必修

 

核子醫學物理暨藥物學 Physics and Pharmaceuticals in Nuclear Medicine

醫放所(3)

學程選修

 

分子影像學 Molecular Imaging

醫放所(3)

學程選修

磁振造影 Magnetic Resonance Imaging: Basic Principles and Applications

醫放所(3)

學程選修

 

超音波影像學特論Special Topics in Ultrasound Imaging

醫放所(3)

學程選修

 

功能性磁振造影 Functional MRI

醫放所(2)

學程選修

 

生物統計學 Biostatistics

醫放所(3)

學程選修

 

超音波影像特論 Special Topics in Ultrasound Imaging

醫放所(3)

學程選修

醫學影像處理特論 Special Topics in  Medical Imaging Processing

醫放所(3)

學程選修

人工智慧選修課程

機器學習 Machine Learning

資工所

學程選修

人工智慧選修課程

樣型識別 Pattern Recognition

資工所

學程選修

人工智慧選修課程

深度學習概論
Introduction to Deep Learning

智慧醫創碩士學程

學程選修

人工智慧選修課程

樣型識別 Pattern Recognition

電機所

學程選修

人工智慧選修課程

醫學影像系統

Biomedical Imaging System

醫放所/電機所

學程選修

 

申請對象:醫放所及本校其他研究所學生

Graduate Students of MIRS and from other graduate Institute in CGU.