An analysis of the influence of transfer learning when measuring the tortuosity of blood vessels. - Matheus Viana da Silva; Julie Ouellette; Baptiste Lacoste; Cesar H. Comin (Comput. Methods Programs Biomed., 2022)

A new sampling methodology for creating rich, heterogeneous, subsets of samples for training image segmentation algorithms. - Matheus Viana da Silva; Natália de Carvalho Santos; Baptiste Lacoste; Cesar Henrique Comin (CoRR, 2023)

Artificial vascular image generation using blood vessel texture maps. - Adriano dos Reis Carvalho; Matheus Viana da Silva; Cesar H. Comin (Comput. Biol. Medicine, 2024)

A New Approach for Evaluating and Improving the Performance of Segmentation Algorithms on Hard-to-Detect Blood Vessels. - João Pedro Parella; Matheus Viana da Silva; Cesar Henrique Comin (CoRR, 2024)