生醫感測器概論
Introduction to biomedical sensors
學期
114-2
學分
3
學分
當期課號
110016
永久課號
MDMD00022
開課單位
醫學系
授課教師
甘致群
校區
光復
類別
選修
上課時間表
| 節 | 週四 | 週五 |
|---|---|---|
N 12:20–13:10 | 生醫感測器概論 ED201 | |
8 16:30–17:20 | 生醫感測器概論 ED201 2 節連堂 | |
9 17:30–18:20 |
* 根據陽明交大上課時間表所列
概述
本課程將涵蓋用於醫療診斷的常用臨床和可穿戴感測器。本課程的主要目的是使學生對如何將生物信號和生理結構轉化為電子資訊有一個全面性的瞭解。主題包括一般感測器性質、生理感測器、成像感測器和分子感測器。我們將從生理學、病理學、信號處理和設備操作的角度來理解每種感測方法的物理原理和局限性。本課程不會包括詳細的設計程序，因此這門課不需要大學物理以外的背景。 生理感測器將設有個人實驗的部分，教導所有感測器中常見的準確性、干擾、變化和統計原理。 我們還將介紹人工智慧在分類、正則化、補強和生成方面的基本用法，包括通過假設檢驗防止資訊過度擬合。 (1) 瞭解感測的基本概念以及生理參數和生物標誌的測量。 (2) 瞭解各種生物感測器的理論、實行和局限性，包括生理感測器、醫學成像和分子感測器。 (3) 使用信號處理, 統計技術, 機器學習來解釋時域序列和成像的傳感結果。
先修科目
無
教學方式
大堂課講授、課堂講義、實驗教學與操作
評分方式
筆試(MCQ, 簡答/問答/申論)、書面報告
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Overview of sensor types and requirements: Sensitivity and specificity; signal sampling, amplification and transduction; basic signal processing of segmentation, filtering and time warping; |
| 第 1 週 | Overview of sensor types and requirements: Sensitivity and specificity; signal sampling, amplification and transduction; basic signal processing of segmentation, filtering and time warping; |
| 第 2 週 | Analog and digital signal content; quantization; medical information; sensor deployment and logistics |
| 第 2 週 | Analog and digital signal content; quantization; medical information; sensor deployment and logistics |
| 第 3 週 | Physiological sensors: Physiology and electronics for cardiovascular sensors. |
| 第 3 週 | Physiological sensors: Physiology and electronics for cardiovascular sensors. |
| 第 4 週 | Cardiovascular vital signs: ECG; Cuff-based blood pressure meters |
| 第 4 週 | Cardiovascular vital signs: ECG; Cuff-based blood pressure meters |
| 第 5 週 | Physiological sensors: Photoplethysmogram (PPG); oximetry |
| 第 5 週 | Physiological sensors: Photoplethysmogram (PPG); oximetry |
| 第 6 週 | IMU-based biosensors: BCG; SCG; sport sensing |
| 第 6 週 | IMU-based biosensors: BCG; SCG; sport sensing |
| 第 7 週 | Sensors based on sound and ultrasound |
| 第 7 週 | Sensors based on sound and ultrasound |
| 第 8 週 | Sensors based on electromagnetics: Electrical impedance tomography; radar; near field |
| 第 8 週 | Sensors based on electromagnetics: Electrical impedance tomography; radar; near field |
| 第 9 週 | Other physiological sensors: Respiration; thermometer; blotmeter; tonometry |
| 第 9 週 | Other physiological sensors: Respiration; thermometer; blotmeter; tonometry |
| 第 10 週 | Medical imaging: X-ray, CT-scan, and other radiology-based imaging |
| 第 10 週 | Medical imaging: X-ray, CT-scan, and other radiology-based imaging |
| 第 11 週 | Medical imaging: MRI |
| 第 11 週 | Medical imaging: MRI |
| 第 12 週 | Medical imaging: Ultrasound imaging; echocardiogram |
| 第 12 週 | Medical imaging: Ultrasound imaging; echocardiogram |
| 第 13 週 | Molecular sensors: FTIR (Fourier transform infrared spectroscopy) and fNIRS (functional near-infrared spectroscopy) |
| 第 13 週 | Molecular sensors: FTIR (Fourier transform infrared spectroscopy) and fNIRS (functional near-infrared spectroscopy) |
| 第 14 週 | Molecular sensors: Chromatography test strips; photoluminescence; molecular labeling |
| 第 14 週 | Molecular sensors: Chromatography test strips; photoluminescence; molecular labeling |
| 第 15 週 | Electrochemical sensors: cyclic voltammetry; adsorption-based electrochemical sensors |
| 第 15 週 | Electrochemical sensors: cyclic voltammetry; adsorption-based electrochemical sensors |
| 第 16 週 | MEMS-based molecular sensors: Resonance beams; capacitive |
| 第 16 週 | MEMS-based molecular sensors: Resonance beams; capacitive |
教科書
T. Togawa, T. Tamura, and P. A. Oberg, Biomedical Sensors and Instruments, CRC, 2011.
Office Hours
- 地點
- 書田館222室
- 時間
- Tuesday and Thursday.
- 聯絡方式
- EdwinKan5@nycu.edu.tw