Other Research Achievements

Basic information

Name Tetsuji Goto
Belonging department Medical Engineering Course,Department of Medical Course,Faculty of Health and Medical Science
Occupation name Associate Professor
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Title 

Design of a Curriculum Covering Mathematics, Data Science and AI for a Course of Medical Science or Clinical Engineering

					

					

						

							

								

									
Sole or Joint Author 

									
								

							

						

						
Joint Author

					

					

						

							

								

									
Date of Issue 

									
								

							

						

						
202303

					

					

						

							

								

									
Conference Presentation(name) 

									
								

							

						

						
Journal of Teikyo Heisei University, Vol. 34

					

					

						

							

								

									
Summary 

									
								

							

						

						
We design the curriculum for our students in the medical science course regarding to the data science and the artificial intelligence. This consists of 3 phases, i.e., general knowledge course, basic skills course, and specific technologies course.
The general knowledge course as the 1st phase includes the basic knowledge on AI technologies, usage and technology trend, its reliability, and the policies, following the existing introductory course. The 2nd phase, basic skills course handles the materials of the structure of data, algorithms and the basic of mathematical statistics. In the last phase, in the course for specific technologies, the students learn the technologies of database, networks to collect the data, machine learning, deep neural network and its mathematical background.