Zobrazeno 1 - 10
of 925
pro vyhledávání: '"David, Anna L"'
Autor:
Di Vece, Chiara, Cirigliano, Antonio, Lous, Meala Le, Napolitano, Raffaele, David, Anna L., Peebles, Donald, Jannin, Pierre, Vasconcelos, Francisco, Stoyanov, Danail
This paper introduces a novel pipeline designed to bring ultrasound (US) plane pose estimation closer to clinical use for more effective navigation to the standard planes (SPs) in the fetal brain. We propose a semi-supervised segmentation model utili
Externí odkaz:
http://arxiv.org/abs/2404.07124
Autor:
Di Vece, Chiara, Lous, Maela Le, Dromey, Brian, Vasconcelos, Francisco, David, Anna L, Peebles, Donald, Stoyanov, Danail
In obstetric ultrasound (US) scanning, the learner's ability to mentally build a three-dimensional (3D) map of the fetus from a two-dimensional (2D) US image represents a significant challenge in skill acquisition. We aim to build a US plane localiza
Externí odkaz:
http://arxiv.org/abs/2301.08317
Autor:
Casella, Alessandro, Bano, Sophia, Vasconcelos, Francisco, David, Anna L., Paladini, Dario, Deprest, Jan, De Momi, Elena, Mattos, Leonardo S., Moccia, Sara, Stoyanov, Danail
In Twin-to-Twin Transfusion Syndrome (TTTS), abnormal vascular anastomoses in the monochorionic placenta can produce uneven blood flow between the two fetuses. In the current practice, TTTS is treated surgically by closing abnormal anastomoses using
Externí odkaz:
http://arxiv.org/abs/2207.13185
Autor:
Avisdris, Netanell, Joskowicz, Leo, Dromey, Brian, David, Anna L., Peebles, Donald M., Stoyanov, Danail, Bashat, Dafna Ben, Bano, Sophia
Fetal growth assessment from ultrasound is based on a few biometric measurements that are performed manually and assessed relative to the expected gestational age. Reliable biometry estimation depends on the precise detection of landmarks in standard
Externí odkaz:
http://arxiv.org/abs/2206.14678
Autor:
Bano, Sophia, Casella, Alessandro, Vasconcelos, Francisco, Qayyum, Abdul, Benzinou, Abdesslam, Mazher, Moona, Meriaudeau, Fabrice, Lena, Chiara, Cintorrino, Ilaria Anita, De Paolis, Gaia Romana, Biagioli, Jessica, Grechishnikova, Daria, Jiao, Jing, Bai, Bizhe, Qiao, Yanyan, Bhattarai, Binod, Gaire, Rebati Raman, Subedi, Ronast, Vazquez, Eduard, Płotka, Szymon, Lisowska, Aneta, Sitek, Arkadiusz, Attilakos, George, Wimalasundera, Ruwan, David, Anna L, Paladini, Dario, Deprest, Jan, De Momi, Elena, Mattos, Leonardo S, Moccia, Sara, Stoyanov, Danail
Fetoscopy laser photocoagulation is a widely adopted procedure for treating Twin-to-Twin Transfusion Syndrome (TTTS). The procedure involves photocoagulation pathological anastomoses to regulate blood exchange among twins. The procedure is particular
Externí odkaz:
http://arxiv.org/abs/2206.12512
Autor:
Fidon, Lucas, Aertsen, Michael, Kofler, Florian, Bink, Andrea, David, Anna L., Deprest, Thomas, Emam, Doaa, Guffens, Frédéric, Jakab, András, Kasprian, Gregor, Kienast, Patric, Melbourne, Andrew, Menze, Bjoern, Mufti, Nada, Pogledic, Ivana, Prayer, Daniela, Stuempflen, Marlene, Van Elslander, Esther, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Deep learning models for medical image segmentation can fail unexpectedly and spectacularly for pathological cases and images acquired at different centers than training images, with labeling errors that violate expert knowledge. Such errors undermin
Externí odkaz:
http://arxiv.org/abs/2204.02779
Autor:
Fidon, Lucas, Aertsen, Michael, Mufti, Nada, Deprest, Thomas, Emam, Doaa, Guffens, Frédéric, Schwartz, Ernst, Ebner, Michael, Prayer, Daniela, Kasprian, Gregor, David, Anna L., Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Langs, Georg, Vercauteren, Tom
The performance of deep neural networks typically increases with the number of training images. However, not all images have the same importance towards improved performance and robustness. In fetal brain MRI, abnormalities exacerbate the variability
Externí odkaz:
http://arxiv.org/abs/2108.04175
Autor:
Bano, Sophia, Dromey, Brian, Vasconcelos, Francisco, Napolitano, Raffaele, David, Anna L., Peebles, Donald M., Stoyanov, Danail
During pregnancy, ultrasound examination in the second trimester can assess fetal size according to standardized charts. To achieve a reproducible and accurate measurement, a sonographer needs to identify three standard 2D planes of the fetal anatomy
Externí odkaz:
http://arxiv.org/abs/2107.05255
Autor:
Fidon, Lucas, Aertsen, Michael, Emam, Doaa, Mufti, Nada, Guffens, Frédéric, Deprest, Thomas, Demaerel, Philippe, David, Anna L., Melbourne, Andrew, Ourselin, Sébastien, Deprest, Jan, Vercauteren, Tom
Deep neural networks have increased the accuracy of automatic segmentation, however, their accuracy depends on the availability of a large number of fully segmented images. Methods to train deep neural networks using images for which some, but not al
Externí odkaz:
http://arxiv.org/abs/2107.03846
Autor:
Bano, Sophia, Casella, Alessandro, Vasconcelos, Francisco, Moccia, Sara, Attilakos, George, Wimalasundera, Ruwan, David, Anna L., Paladini, Dario, Deprest, Jan, De Momi, Elena, Mattos, Leonardo S., Stoyanov, Danail
Fetoscopy laser photocoagulation is a widely used procedure for the treatment of Twin-to-Twin Transfusion Syndrome (TTTS), that occur in mono-chorionic multiple pregnancies due to placental vascular anastomoses. This procedure is particularly challen
Externí odkaz:
http://arxiv.org/abs/2106.05923