Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal von Dinsdale, Nicola K., Jenkinson, Mark, Namburete, Ana I.L.

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Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning von Namburete, Ana I.L., Xie, Weidi, Yaqub, Mohammad, Zisserman, Andrew, Noble, J. Alison

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Learning patterns of the ageing brain in MRI using deep convolutional networks von Dinsdale, Nicola K., Bluemke, Emma, Smith, Stephen M., Arya, Zobair, Vidaurre, Diego, Jenkinson, Mark, Namburete, Ana I.L.

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Low-Memory CNNs Enabling Real-Time Ultrasound Segmentation Towards Mobile Deployment von Vaze, Sagar, Xie, Weidi, Namburete, Ana I. L.

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Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning von Hesse, Linde S., Aliasi, Moska, Moser, Felipe, Haak, Monique C., Xie, Weidi, Jenkinson, Mark, Namburete, Ana I.L.

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Learning to map 2D ultrasound images into 3D space with minimal human annotation von Yeung, Pak-Hei, Aliasi, Moska, Papageorghiou, Aris T., Haak, Monique, Xie, Weidi, Namburete, Ana I.L.

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BEAN: Brain Extraction and Alignment Network for 3D Fetal Neurosonography von Moser, Felipe, Huang, Ruobing, Papież, Bartłomiej W., Namburete, Ana I.L.

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Challenges for machine learning in clinical translation of big data imaging studies von Dinsdale, Nicola K., Bluemke, Emma, Sundaresan, Vaanathi, Jenkinson, Mark, Smith, Stephen M., Namburete, Ana I.L.

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STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation von Dinsdale, Nicola K., Jenkinson, Mark, Namburete, Ana I.L.

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Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis von Jiao, Jianbo, Namburete, Ana I. L., Papageorghiou, Aris T., Noble, J. Alison

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Learning-based prediction of gestational age from ultrasound images of the fetal brain von Namburete, Ana I.L., Stebbing, Richard V., Kemp, Bryn, Yaqub, Mohammad, Papageorghiou, Aris T., Alison Noble, J.

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Anatomically plausible segmentations: Explicitly preserving topology through prior deformations von Wyburd, Madeleine K., Dinsdale, Nicola K., Jenkinson, Mark, Namburete, Ana I.L.

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Computational methods for quantifying in vivo muscle fascicle curvature from ultrasound images von Namburete, Ana I.L, Rana, Manku, Wakeling, James M

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The impact of transfer learning on 3D deep learning convolutional neural network segmentation of the hippocampus in mild cognitive impairment and Alzheimer disease subjects von Balboni, Erica, Nocetti, Luca, Carbone, Chiara, Dinsdale, Nicola, Genovese, Maurilio, Guidi, Gabriele, Malagoli, Marcella, Chiari, Annalisa, Namburete, Ana I. L., Jenkinson, Mark, Zamboni, Giovanna

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Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation von Yeung, Pak-Hei, Hesse, Linde S., Aliasi, Moska, Haak, Monique C., Xie, Weidi, Namburete, Ana I.L.

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Normative spatiotemporal fetal brain maturation with satisfactory development at 2 years von 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.

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Regional variations in fascicle curvatures within a muscle belly change during contraction von Namburete, Ana I.L, Wakeling, James M

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The association between flow and oxygenation and cortical development in fetuses with congenital heart defects using a brain‐age prediction algorithm von Everwijn, Sheila M. P., Namburete, Ana I. L., Geloven, Nan, Jansen, Fenna A. R., Papageorghiou, Aris T., Teunissen, Aalbertine K., Rozendaal, Lieke, Blom, Nico, Lith, Jan M., Haak, Monique C.

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Data Engineering in Medical Imaging: First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings von Bhattarai, Binod, Ali, Sharib, Rau, Anita, Nguyen, Anh, Namburete, Ana, Caramalau, Razvan, Stoyanov, Danail

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Data-driven shape parameterization for segmentation of the right ventricle from 3D+t echocardiography von Stebbing, Richard V., Namburete, Ana I.L., Upton, Ross, Leeson, Paul, Noble, J. Alison

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