Preeclampsia Risk Prediction Using Machine Learning Methods Trained on Synthetic Data. - Magdalena Mazur-Milecka; Natalia Kowalczyk; Kinga Jaguszewska; Dorota Zamkowska; Dariusz Wójcik; Krzysztof Preis; Henriette Skov; Stefan Rahr Wagner; Puk Sandager; Milena Sobotka; Jacek Ruminski (PCBBE, 2023)

Impact of Visual Image Quality on Lymphocyte Detection Using YOLOv5 and RetinaNet Algorithms. - Agata Polejowska; Milena Sobotka; M. Kalinowski; M. Kordowski; Tomasz Neumann (PCBBE, 2023)

Mask Detection and Classification in Thermal Face Images. - Natalia Kowalczyk; Milena Sobotka; Jacek Ruminski (IEEE Access, 2023)

Domain adaptation for inpainting-based face recognition studies. - Kamil Kopryk; Milena Sobotka; Jacek Ruminski; Paulina Leszczelowska (HSI, 2024)

Maternal Health Risk Assessment using Digital Twin Application. - Paulina Leszczelowska; Magdalena Mazur-Milecka; Natalia Kowalczyk; Milena Sobotka (HSI, 2024)

Using CAISE Platform for Medical Image Anonymization System Development-Use Case Presentation. - Tomasz Kocejko; Jacek Ruminski; Tomasz Neumann; Magdalena Mazur-Milecka; Natalia Kowalczyk; Dmytro Tkachenko; Antoni Górecki; Jakub Klopotek-Glowczewski; Milena Sobotka (IWIS, 2025)