深度學習於生醫應用
Deep Learning in Biomedical Applications
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 深度學習於生醫應用 YR103（陽明） 2 節連堂 |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Deep Learning 2021/02/25 |
| 第 2 週 | Deep Learning for Medical Image Applications: Classification (I) 2021/03/04 |
| 第 3 週 | Deep Learning for Medical Image Applications: Classification (II) 2021/03/11 |
| 第 4 週 | Deep Learning for Medical Image Applications: Object Detection (I) 2021/03/18 |
| 第 5 週 | Deep Learning for Medical Image Applications: Object Detection (II) 2021/03/25 |
| 第 6 週 | Deep Learning for Medical Image Applications: Segmentation 2021/04/01 |
| 第 7 週 | Generative Adversarial Networks for Synthetic Data Generation 2021/04/08 |
| 第 8 週 | Generative Adversarial Networks for Data Transformation 2021/04/15 |
| 第 9 週 | Generative Adversarial Networks for Segmentation 2021/04/22 |
| 第 10 週 | Generative Adversarial Networks for Anomaly Detection 2021/04/29 |
| 第 11 週 | Deep Learning for Biomedical Signal Processing 2021/05/06 |
| 第 12 週 | Deep Learning for Gene Expression Data (I) 2021/05/13 |
| 第 13 週 | Deep Learning for Gene Expression Data (II) 2021/05/20 |
| 第 14 週 | Deep Learning for Text Mining & Natural Language Processing 2021/05/27 |
| 第 15 週 | Final project presentation 2021/06/03 |
| 第 16 週 | Final project presentation 2021/06/10 |
| 第 17 週 | Supplement 2021/06/17 |
| 第 18 週 | Supplement 2021/06/24 |
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