Maria Ferlin

According to our database, Maria Ferlin authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Targeted data augmentation for improving model robustness.

Agnieszka Mikolajczyk-Barela, Maria Ferlin, Michal Grochowski

Int. J. Appl. Math. Comput. Sci., 2025

2024

Quantifying inconsistencies in the Hamburg Sign Language Notation System.

Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniewska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa

Expert Syst. Appl., 2024

2023

Exploring the landscape of automatic cerebral microbleed detection: A comprehensive review of algorithms, current trends, and future challenges.

Maria Ferlin, Zuzanna Klawikowska, Michal Grochowski, Malgorzata Grzywinska, Edyta Szurowska

Expert Syst. Appl., December, 2023

Targeted Data Augmentation for bias mitigation.

Agnieszka Mikolajczyk-Barela, Maria Ferlin, Michal Grochowski

CoRR, 2023

On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study.

Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniwska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa

CoRR, 2023

Review of methods for automatic cerebral microbleeds detection.

Maria Ferlin, Zuzanna Klawikowska, Michal Grochowski, Malgorzata Grzywinska, Edyta Szurowska

CoRR, 2023

Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models.

Jakub Buler, Rafal Buler, Maciej Bobowicz, Maria Ferlin, Marlena Rygusik, Arkadiusz Kwasigroch, Michal Grochowski

Proceedings of the 27th International Conference on Methods and Models in Automation and Robotics, 2023

2022

Trustworthy Applications of ML Algorithms in Medicine - Discussion and Preliminary Results for a Problem of Small Vessels Disease Diagnosis.

Maria Ferlin, Zuzanna Klawikowska, Julia Niemierko, Malgorzata Grzywinska, Arkadiusz Kwasigroch, Edyta Szurowska, Michal Grochowski

Proceedings of the Intelligent and Safe Computer Systems in Control and Diagnostics, 2022

2021

Waste detection in Pomerania: non-profit project for detecting waste in environment.

Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek

CoRR, 2021