From the 2 of 5 linked papers with an AI index.
3 papers · 1 filter
A systematic evaluation of machine learning classifiers for event-by-event background rejection in LAFOV PET scanners
Konrad Klimaszewski, MichaÅ Obara, Mateusz Bala +5
The paper evaluates machine‑learning classifiers (XGBoost, AdaBoost, neural networks) for classifying individual PET coincidence events to reduce background in large‑field‑of‑view…
CAD-to-CT Registration of Cylindrical Objects via Ellipse-Based Axis Estimation
Aleksander Ogonowski, MikoÅaj Mrozowski, Daniel WiÄcek +9
Accurate registration of CAD models to CT scans is essential for establishing ground truth geometry in volumetric imaging. Obtaining reliable object masks is of growing importance…
Preliminary study on artificial intelligence methods for cybersecurity threat detection in computer networks based on raw data packets
Aleksander Ogonowski, MichaÅ Å»ebrowski, Arkadiusz Äwiek +5
Most of the intrusion detection methods in computer networks are based on traffic flow characteristics. However, this approach may not fully exploit the potential of deep learning…