CDHI Quarterly Team Meeting – FLIRT Feature Generation Toolkit for Wearable Data, November 11, 2021
Please join us for our next CDHI Quarterly Meeting on November 11, 2021, from 10:30 am – 12:00 pm CET where you will get insights from the Core Team Digital Biomarker in Diabetes Management led by Prof. Dr. Felix Wortmann.
The first part of the meeting will be about the team’s activities in the realm of hypoglycemia detection and warning. Here they focus lies on the wearables used. In the second part, FLIRT – a feature engineering toolkit for wearable data will be introduced, which is made available under the MIT open source licence. The team will depict the problem that motivated them to develop FLIRT. They then present the general FLIRT architecture and the FLIRT functionalities for processing and generating features. The presentation then continues with FLIRT’s benchmark results. Further details about
FLIRT can be found here:
- Föll, S., Maritsch, M., Spinola, F., Barata, F., Kowatsch, T., Mishra, V., Fleisch, E., Wortmann, F. (2021) FLIRT: A Feature Generation Toolkit for Wearable Data, Computer Methods and Programs in Biomedicine 212 (November 2021, 106461), 10.1016/j.cmpb.2021.106461.
- Code repository: https://github.com/im-ethz/flirt
- Documentation: https://flirt.readthedocs.io