人工智慧醫療與照護
Artificial Intelligence in Medical Care and Treatment
學期
114-2
學分
2
學分
當期課號
113905
永久課號
MDCH10023
開課單位
中醫學系
授課教師
黃春融
校區
陽明
類別
選修
上課時間表
| 節 | 週一 |
|---|---|
5 13:20–14:10 | 人工智慧醫療與照護 YL401 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
概述
This course aims to introduce artificial intelligence (AI) to the fields of medicine and healthcare. We will also introduce AI applications for medical image processing. The students are expected to learn how AI can be applied to the fields of medicine and healthcare. 中文授課，修讀本課程「不」需要具備人工智慧或是資工領域基礎，歡迎生醫領域同學的加入，對課程有問題的同學歡迎email crhuang@cs.nycu.edu.tw 詢問。
先修科目
無
教學方式
Please refer to E3.
評分方式
Homework: 25% Exam: 30% Final project: 35% Participation: 10%
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction |
| 第 2 週 | Artificial Intelligence |
| 第 3 週 | Artificial Intelligence: Deep Learning |
| 第 4 週 | Artificial Intelligence: Deep Learning |
| 第 5 週 | Artificial Intelligence Issues in Medical Care/Healthcare |
| 第 6 週 | Artificial Intelligence Issues in Medical Care/Healthcare |
| 第 7 週 | Artificial Intelligence Issues in Medical Care/Healthcare |
| 第 8 週 | Artificial Intelligence Issues in Medical Care/Healthcare |
| 第 9 週 | Midterm Exam |
| 第 10 週 | Medical Care/Healthcare Applications: Systems |
| 第 11 週 | Medical Care/Healthcare Applications: HCI |
| 第 12 週 | Medical Care/Healthcare Applications: CT Image |
| 第 13 週 | Medical Care/Healthcare Applications: Endoscopic Image |
| 第 14 週 | Medical Care/Healthcare Applications: Pathology Image |
| 第 15 週 | Medical Care/Healthcare Applications: Healthcare |
| 第 16 週 | Final Project |
教科書
C. Quinn, Artificial Intelligence In Medicine. A Practical Guide for Clinicians, 2024. KC Santosh , Loveleen Gaur, Artificial Intelligence and Machine Learning in Public Healthcare Opportunities and Societal Impact, 2021.
Office Hours
- 聯絡方式
- crhuang@cs.nycu.edu.tw