Helena S. Sousa

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 3

Top Topics

Medical Imaging

Supervised Feature Selection

Regression Problems

Top Venues

IEEE Trans. Medical Imaging

Publications

Suryava Bhattacharya, Anthony Price, Alena Uus, Helena S. Sousa, Massimo Marenzana, Kathleen Colford, Peter Murkin, Maggie Lee, Lucilio Cordero-Grande, Rui Pedro A. G. Teixeira, Shaihan J. Malik, Maria Deprez
Quantitative T2 Relaxometry in Fetal Brain: Validation Using Modified FaBiaN Fetal Brain MRI Simulator. PIPPI@MICCAI (2023)
Helena S. Sousa, Abi Gartner, Alena Uus, Vanessa Kyriakopoulou, Brigita Ziukaite, Isa Anzak, Jonathan O'Muircheartaigh, Joseph V. Hajnal, Jacques-Donald Tournier, Alexander Hammers, Mary A. Rutherford, Maria Deprez
A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI. PIPPI@MICCAI (2023)
Cher Bass, Mariana da Silva, Carole H. Sudre, Logan Z. J. Williams, Helena S. Sousa, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson
ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. IEEE Trans. Medical Imaging 42 (4) (2023)