A team of students from the Department of Computer Science succeeded at a public administration hackathon
On March 6–7, 2026, the national finals of the Hackathon Hackujstat.cz public administration student competition (version 7.1) took place at the headquarters of the Supreme Audit Office in Prague. Hackathon Hackujstat.cz is the national round for winners of regional student hackathons. In the original projects category, the team from the Department of Computer Science – Division of Data Analysis and Simulation (ODAS) at the Faculty of Science, UJEP, won 2nd place.
The students first won the CreaThon – Hackithon 2025 competition with the theme “Anomaly Detection in Intracranial and Arterial Pressure Signals.” Thanks to this success, they were invited to the Hackujstat.cz finals, where they further developed their project.
The result is the “DeepFlow” solution, which uses deep learning methods to detect and filter anomalies in intracranial and arterial pressure signals. The model not only identifies anomalies but can also replace them with a filtered signal. The solution also includes a full-stack application that enables the connection of a vital signs monitor, the detection and removal of anomalies, and the calculation of clinically significant indicators—all in real time.
The models were trained on a dataset from the publicly available CHARIS database, which is accessible on PhysioNet.org. The team designed, implemented, trained, and optimized deep learning models (MIL and a convolutional autoencoder for each signal). They also utilized modern front-end and user interface elements for the application.
The award-winning topic is currently being addressed in the DIGITECH project in collaboration with Bulovka University Hospital.
Congratulations to the entire team, and we wish you every success in your future projects!
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