Zobrazeno 1 - 10
of 6 320
pro vyhledávání: '"Deprest"'
Autor:
Williams, Helena, Pedrosa, João, Asad, Muhammad, Cattani, Laura, Vercauteren, Tom, Deprest, Jan, D'hooge, Jan
Deep learning-based automatic segmentation methods have become state-of-the-art. However, they are often not robust enough for direct clinical application, as domain shifts between training and testing data affect their performance. Failure in automa
Externí odkaz:
http://arxiv.org/abs/2309.02335
Autor:
Asad, Muhammad, Williams, Helena, Mandal, Indrajeet, Ather, Sarim, Deprest, Jan, D'hooge, Jan, Vercauteren, Tom
Existing interactive segmentation methods leverage automatic segmentation and user interactions for label refinement, significantly reducing the annotation workload compared to manual annotation. However, these methods lack quick adaptability to ambi
Externí odkaz:
http://arxiv.org/abs/2303.13696
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:
Evelien Seys, Ann-Sophie Page, Jan Deprest, Lore Lannoo, Kristel van Calsteren, Roland Devlieger, Johannes van der Merwe
Publikováno v:
BMC Pregnancy and Childbirth, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background The leading hypothesis of the pathogenesis of cervical insufficiency suggests a role of cervical inflammation. Urogenital tract infections could play a causative role in this process. To test this hypothesis in women with a cervic
Externí odkaz:
https://doaj.org/article/4d8924e05b0a40609571a3147883e2ad
Autor:
Zhang, Yitong, Bano, Sophia, Page, Ann-Sophie, Deprest, Jan, Stoyanov, Danail, Vasconcelos, Francisco
In minimally invasive surgery, surgical workflow segmentation from video analysis is a well studied topic. The conventional approach defines it as a multi-class classification problem, where individual video frames are attributed a surgical phase lab
Externí odkaz:
http://arxiv.org/abs/2208.00902
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:
Kerry Woolfall, Jamie J Kirkham, Jane Sandall, Mariana Popa, Enrico Lopriore, Mark Turner, Shakila Thangaratinam, Aris T Papageorghiou, Andrew Sharp, Lawrence Impey, Andy Healey, Jessica Mendoza, Asma Khalil, Dharmintra Pasupathy, Brigitte Vollmer, Zarko Alfirevic, Rajeswari Parasuraman, Jan Deprest, Richard Edmund Ashcroft, Kurt Hecher, Smriti Prasad, Baskaran Thilaganathan, Richard J Jackson, Tracy Karen Mitchell, Natasha Fenwick, Monique C Haak, Liesbeth Lewi, Shauna Leven, Fabricio Da Silva Costa, Odai Yaghi, Tracey Ricketts, George Attilakos, Carolyn Bailie, Christine Cornforth, Mark Denbow, Louise Hardman, Jane Harrold, Joel Marsden, Tommy Mousa, Surabhi Nanda, Michelle Watson, Karen Wilding, Dilly Anumba, Ahmet Baschet, Edward D Johnstone, Yoav Yinon
Publikováno v:
BMJ Open, Vol 14, Iss 8 (2024)
Introduction Selective fetal growth restriction (sFGR) in monochorionic twin pregnancy, defined as an estimated fetal weight (EFW) of one twin
Externí odkaz:
https://doaj.org/article/fd2d44b2827744f9909af7c79ccb6045
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, 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:
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