Joana B. Pereira

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 5

Top Topics

Neural Network Training

Deformable Registration

Tissue Classification

Top Venues

Mach. Learn. Sci. Technol.

Frontiers Comput. Neurosci.

Publications

Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe
Neural network training with highly incomplete medical datasets. Mach. Learn. Sci. Technol. 3 (3) (2022)
Meera Srikrishna, Rolf A. Heckemann, Joana B. Pereira, Giovanni Volpe, Anna Zettergren, Silke Kern, Eric Westman, Ingmar Skoog, Michael Schöll
Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT. Frontiers Comput. Neurosci. 15 (2021)
Thomas Hinault, M. Mijalkov, Joana B. Pereira, Giovanni Volpe, A. Bakke, S. M. Courtney
Age-related differences in network structure and dynamic synchrony of cognitive control. NeuroImage 236 (2021)
Meera Srikrishna, Joana B. Pereira, Rolf A. Heckemann, Giovanni Volpe, Danielle van Westen, Anna Zettergren, Silke Kern, Lars-Olof Wahlund, Eric Westman, Ingmar Skoog, Michael Schöll
Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT. NeuroImage 244 (2021)
Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe
Neural Network Training with Highly Incomplete Datasets. CoRR (2021)