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 2020/03/05 |
| 第 2 週 | Deep Learning for Medical Image Applications: Classification (I) 2020/03/12 |
| 第 3 週 | Deep Learning for Medical Image Applications: Classification (II) 2020/03/19 |
| 第 4 週 | Deep Learning for Medical Image Applications: Object Detection (I) 2020/03/26 |
| 第 5 週 | 兒童節補假 2020/04/02 |
| 第 6 週 | Deep Learning for Medical Image Applications: Object Detection (II) 2020/04/09 |
| 第 7 週 | Deep Learning for Medical Image Applications: Segmentation 2020/04/16 |
| 第 8 週 | Deep Learning for Biomedical Signal Applications 2020/04/23 |
| 第 9 週 | Deep Learning for Gene Expression Data Applications (I) 2020/04/30 |
| 第 10 週 | Deep Learning for Gene Expression Data Applications (II) 2020/05/07 |
| 第 11 週 | Deep Learning for Protein Sequence Data Applications 2020/05/14 |
| 第 12 週 | Generative Adversarial Networks for Synthetic Data Generation (I) 2020/05/21 |
| 第 13 週 | Generative Adversarial Networks for Synthetic Data Generation (II) 2020/05/28 |
| 第 14 週 | Generative Adversarial Networks for Data Transformation (I) 2020/06/04 |
| 第 15 週 | Generative Adversarial Networks for Data Transformation (II) 2020/06/11 |
| 第 16 週 | Generative Adversarial Networks for Anomaly Detection 2020/06/18 |
| 第 17 週 | Final project presentation 2020/06/25 |
| 第 18 週 | Final project presentation 2020/07/02 |
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