1 code implementation • 5 Feb 2021 • Vincent M. D'Anniballe, Fakrul Islam Tushar, Khrystyna Faryna, Songyue Han, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
Pre-trained models outperformed random initialization across all diseases.
no code implementations • 16 Jan 2021 • Khrystyna Faryna, Kevin Koschmieder, Marcella M. Paul, Thomas van den Heuvel, Anke van der Eerden, Rashindra Manniesing, Bram van Ginneken
We utilize synthetic images generated with our method for data augmentation in cerebral microbleeds detection.
1 code implementation • 31 Oct 2020 • Anindo Saha, Fakrul I. Tushar, Khrystyna Faryna, Vincent M. D'Anniballe, Rui Hou, Maciej A. Mazurowski, Geoffrey D. Rubin, Joseph Y. Lo
Second, segmentation and classification models are connected with two different feature aggregation strategies to enhance the classification performance.