生醫感測器概論
Introduction to biomedical sensors
| 節 | 週四 | 週五 |
|---|---|---|
N 12:20–13:10 | 生醫感測器概論 ED201（光復） | |
8 16:30–17:20 | 生醫感測器概論 ED201（光復） 2 節連堂 | |
9 17:30–18:20 |
* 根據陽明交大上課時間表所列
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。
無
無備註
大堂課講授、課堂講義、實驗教學與操作
筆試(MCQ, 簡答/問答/申論)、書面報告
教師未提供此項資料
| 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; 時數：[2026-02-26]甘致群(2.00) |
| 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; 時數：[2026-02-27]甘致群(1.00) |
| 第 2 週 | Analog and digital signal content; quantization; medical information; sensor deployment and logistics 時數：[2026-03-05]甘致群(2.00) |
| 第 2 週 | Analog and digital signal content; quantization; medical information; sensor deployment and logistics 時數：[2026-03-06]甘致群(1.00) |
| 第 3 週 | Physiological sensors: Physiology and electronics for cardiovascular sensors. 時數：[2026-03-12]甘致群(2.00) |
| 第 3 週 | Physiological sensors: Physiology and electronics for cardiovascular sensors. 時數：[2026-03-13]甘致群(1.00) |
| 第 4 週 | Cardiovascular vital signs: ECG; Cuff-based blood pressure meters 時數：[2026-03-19]甘致群(2.00) |
| 第 4 週 | Cardiovascular vital signs: ECG; Cuff-based blood pressure meters 時數：[2026-03-20]甘致群(1.00) |
| 第 5 週 | Physiological sensors: Photoplethysmogram (PPG); oximetry 時數：[2026-03-26]甘致群(2.00) |
| 第 5 週 | Physiological sensors: Photoplethysmogram (PPG); oximetry 時數：[2026-03-27]甘致群(1.00) |
| 第 6 週 | IMU-based biosensors: BCG; SCG; sport sensing 時數：[2026-04-02]甘致群(2.00) |
| 第 6 週 | IMU-based biosensors: BCG; SCG; sport sensing 時數：[2026-04-03]甘致群(1.00) |
| 第 7 週 | Sensors based on sound and ultrasound 時數：[2026-04-09]甘致群(2.00) |
| 第 7 週 | Sensors based on sound and ultrasound 時數：[2026-04-10]甘致群(1.00) |
| 第 8 週 | Sensors based on electromagnetics: Electrical impedance tomography; radar; near field 時數：[2026-04-16]甘致群(2.00) |
| 第 8 週 | Sensors based on electromagnetics: Electrical impedance tomography; radar; near field 時數：[2026-04-17]甘致群(1.00) |
| 第 9 週 | Other physiological sensors: Respiration; thermometer; blotmeter; tonometry 時數：[2026-04-23]甘致群(2.00) |
| 第 9 週 | Other physiological sensors: Respiration; thermometer; blotmeter; tonometry 時數：[2026-04-24]甘致群(1.00) |
| 第 10 週 | Medical imaging: X-ray, CT-scan, and other radiology-based imaging 時數：[2026-04-30]甘致群(2.00) |
| 第 10 週 | Medical imaging: X-ray, CT-scan, and other radiology-based imaging 時數：[2026-05-01]甘致群(1.00) |
| 第 11 週 | Medical imaging: MRI 時數：[2026-05-07]甘致群(2.00) |
| 第 11 週 | Medical imaging: MRI 時數：[2026-05-08]甘致群(1.00) |
| 第 12 週 | Medical imaging: Ultrasound imaging; echocardiogram 時數：[2026-05-14]甘致群(2.00) |
| 第 12 週 | Medical imaging: Ultrasound imaging; echocardiogram 時數：[2026-05-15]甘致群(1.00) |
| 第 13 週 | Molecular sensors: FTIR (Fourier transform infrared spectroscopy) and fNIRS (functional near-infrared spectroscopy) 時數：[2026-05-21]甘致群(2.00) |
| 第 13 週 | Molecular sensors: FTIR (Fourier transform infrared spectroscopy) and fNIRS (functional near-infrared spectroscopy) 時數：[2026-05-22]甘致群(1.00) |
| 第 14 週 | Molecular sensors: Chromatography test strips; photoluminescence; molecular labeling 時數：[2026-05-28]甘致群(2.00) |
| 第 14 週 | Molecular sensors: Chromatography test strips; photoluminescence; molecular labeling 時數：[2026-05-29]甘致群(1.00) |
| 第 15 週 | Electrochemical sensors: cyclic voltammetry; adsorption-based electrochemical sensors 時數：[2026-06-04]甘致群(2.00) |
| 第 15 週 | Electrochemical sensors: cyclic voltammetry; adsorption-based electrochemical sensors 時數：[2026-06-05]甘致群(1.00) |
| 第 16 週 | MEMS-based molecular sensors: Resonance beams; capacitive 時數：[2026-06-11]甘致群(2.00) |
| 第 16 週 | MEMS-based molecular sensors: Resonance beams; capacitive 時數：[2026-06-12]甘致群(1.00) |
T. Togawa, T. Tamura, and P. A. Oberg, Biomedical Sensors and Instruments, CRC, 2011.
- 地點
- 書田館222室
- 時間
- Tuesday and Thursday.
- 聯絡方式
- EdwinKan5@nycu.edu.tw