| Date | Time | Topic | Content | Location | Lecturer(s) |
|---|---|---|---|---|---|
| 03-02-2023 | 9-17h | Introduction + Machine Learning 1 | How is AI changing healthcare? How to run an AI project? Follow the CRIPS-DM model for data science projects and start with understanding your data |
George Padberg, route 924 | Joran Lokkerbol |
| 10-02-2023 | 13:30-17h | Machine Learning 1 | Machine learning in Python | George Padberg, route 924 | Joran Lokkerbol |
| 17-02-2023 | 9-17h | Machine Learning 2 | Learn the basic principles of machine Learning and how to measure the Performance of machine learning models |
George Padberg, route 924 | Joran Lokkerbol |
| 03-03-2023 | 9-17h | Machine Learning 3 | A start is made to cover the most important supervised machine learning algorithms and you will learn how to prepare your data |
George Padberg, route 924 | Joran Lokkerbol |
| 17-03-2023 | 9-17h | Machine Learning 4 | You will learn about unsupervised machine learning models for data without any labels and learn how to Evaluate your models |
George Padberg, route 924 | Joran Lokkerbol |
| 24-03-2023 | 9-17h | Deep Learning 1 | Understand how convolutional neural networks can be used for medical image analysis |
George Padberg, route 924 | Bram van Ginneken |
| 31-03-2023 | 9-17h | Deep Learning 2 | Learn how to combine text, images and biomedical data for better deep learning models |
George Padberg, route 924 | Bram van Ginneken |
| 14-04-2023 | 9-17h | Project Day 1 | Defining project goals and understanding your data | George Padberg, route 924 | ----- |
| 21-04-2023 | 9-17h | Data Engineering / AI Products | The FAIR principles of data management are covered and learn how to choose a suitable AI producte |
George Padberg, route 924 | RTC Data Stewardship, Kicky van Leeuwen |
| 28-04-2023 | 9-17h | Project Day 2 | Data preparation and model development | George Padberg, route 924 | ----- |
| 12-05-2023 | 9-17h | Text Mining & Bioinformatics | Learn how to get valuable insights from medical records and about AI applications in genetics |
George Padberg, route 924 | RTC Bioinformatics, Djoerd Hiemstra, Koen Dercksen |
| 26-05-2023 | 9-17h | Project Day 3 | Model optimization | George Padberg, route 924 | ----- |
| 02-06-2023 | 9-17h | Ethics & Privacy / Deployment | Ethical and privacy concerns regarding the use of AI are discussed and learn how to deploy your own AI product in practice | George Padberg, route 924 | Marianne Boenink, Leon Haszing, Bram van Ginneken, Erik Gelderblom, Mark van Grinsven |
| 09-06-2023 | 9-17h | Project Day 4 | Evaluating model performance and result visualisation | George Padberg, route 924 | Lonneke Opsteegh |
| 16-06-2023 | 9-17h | Project Day 5 | Evaluating model performance | George Padberg, route 924 | ----- |
| 23-06-2023 | 9-13h | Final Presentations | Project groups will present their final results | George Padberg, route 924 | ----- |
An overview of the short track schedule of the current edition can be seen below.
| Date | Time | Topic | Content | Location |
|---|---|---|---|---|
| 03-02-2023 | 9-17h | Introduction + Machine Learning 1 | How is AI changing healthcare? How to run an AI project? Follow the CRIPS-DM model for data science projects and start with understanding your data |
George Padberg, route 924 |
| 17-02-2023 | 9-13h | Machine Learning 2 | Learn the basic principles of machine learning and how to measure the Performance of machine learning models |
George Padberg, route 924 |
| 24-03-2023 | 9-13h | Deep Learning 1 | Understand how convolutional neural networks can be used for medical image analysis |
George Padberg, route 924 |
| 31-03-2023 | 9-13h | Deep Learning 2 | Learn how to combine text, images and niomedical data for better deep learning models |
George Padberg, route 924 |
| 14-04-2023 | 9-17h | Project Day 1 | Defining project goals and understanding your data | George Padberg, route 924 |
| 21-04-2023 | 13-17h | AI products | Learn how to choose a suitable AI product | George Padberg, route 924 |
| 28-04-2023 | 9-17h | Project Day 2 | Data preparation and model development | George Padberg, route 924 |
| 12-05-2023 | 9-13h | Text Miniing and Bioinformatics | Learn how to get valuable insights from medical records and about AI applications in genetics |
George Padberg, route 924 |
| 26-05-2023 | 9-17h | Project Day 3 | Model optimization | George Padberg, route 924 |
| 02-06-2023 | 9-13h | Ethics & Privacy | Ethical and privacy concerns regarding the use of AI are discussed | George Padberg, route 924 |
| 09-06-2023 | 9-17h | Project Day 4 | Evaluating model performance and result visualisation | George Padberg, route 924 |
| 16-06-2023 | 9-17h | Project Day 5 | Evaluating model performance | George Padberg, route 924 |
| 23-06-2023 | 9-13h | Final Presentations | Project groups will present their final results | George Padberg, route 924 |