Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal

por Dinsdale, Nicola K., Jenkinson, Mark, Namburete, Ana I.L.
Publicado 2021

Multimodal Deep Learning for Predicting Adverse Birth Outcomes Based on Early Labour Data

por Asfaw, Daniel, Jordanov, Ivan, Impey, Lawrence, Namburete, Ana, Lee, Raymond, Georgieva, Antoniya
Publicado 2023

Learning-based prediction of gestational age from ultrasound images of the fetal brain

por Namburete, Ana I.L., Stebbing, Richard V., Kemp, Bryn, Yaqub, Mohammad, Papageorghiou, Aris T., Alison Noble, J.
Publicado 2015

The impact of transfer learning on 3D deep learning convolutional neural network segmentation of the hippocampus in mild cognitive impairment and Alzheimer disease subjects

por Balboni, Erica, Nocetti, Luca, Carbone, Chiara, Dinsdale, Nicola, Genovese, Maurilio, Guidi, Gabriele, Malagoli, Marcella, Chiari, Annalisa, Namburete, Ana I. L., Jenkinson, Mark, Zamboni, Giovanna
Publicado 2022

The association between flow and oxygenation and cortical development in fetuses with congenital heart defects using a brain‐age prediction algorithm

por Everwijn, Sheila M. P., Namburete, Ana I. L., van Geloven, Nan, Jansen, Fenna A. R., Papageorghiou, Aris T., Teunissen, Aalbertine K., Rozendaal, Lieke, Blom, Nico, van Lith, Jan M., Haak, Monique C.
Publicado 2020

Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years

por Namburete, Ana I. L., Papież, Bartłomiej W., Fernandes, Michelle, Wyburd, Madeleine K., Hesse, Linde S., Moser, Felipe A., Ismail, Leila Cheikh, Gunier, Robert B., Squier, Waney, Ohuma, Eric O., Carvalho, Maria, Jaffer, Yasmin, Gravett, Michael, Wu, Qingqing, Lambert, Ann, Winsey, Adele, Restrepo-Méndez, María C., Bertino, Enrico, Purwar, Manorama, Barros, Fernando C., Stein, Alan, Noble, J. Alison, Molnár, Zoltán, Jenkinson, Mark, Bhutta, Zulfiqar A., Papageorghiou, Aris T., Villar, José, Kennedy, Stephen H.
Publicado 2023