Integration of spatial information in convolutional neural networks for automatic segmentation of intraoperative transrectal ultrasound images

por Ghavami, Nooshin, Hu, Yipeng, Bonmati, Ester, Rodell, Rachael, Gibson, Eli, Moore, Caroline, Barratt, Dean
Publicado 2018

Automatic segmentation of prostate MRI using convolutional neural networks: Investigating the impact of network architecture on the accuracy of volume measurement and MRI-ultrasoun...

por Ghavami, Nooshin, Hu, Yipeng, Gibson, Eli, Bonmati, Ester, Emberton, Mark, Moore, Caroline M., Barratt, Dean C.
Publicado 2019

Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view

por Zimmer, Veronika A., Gomez, Alberto, Skelton, Emily, Wright, Robert, Wheeler, Gavin, Deng, Shujie, Ghavami, Nooshin, Lloyd, Karen, Matthew, Jacqueline, Kainz, Bernhard, Rueckert, Daniel, Hajnal, Joseph V., Schnabel, Julia A.
Publicado 2022

Weakly-supervised convolutional neural networks for multimodal image registration

por Hu, Yipeng, Modat, Marc, Gibson, Eli, Li, Wenqi, Ghavami, Nooshin, Bonmati, Ester, Wang, Guotai, Bandula, Steven, Moore, Caroline M., Emberton, Mark, Ourselin, Sébastien, Noble, J. Alison, Barratt, Dean C., Vercauteren, Tom
Publicado 2018