Zobrazeno 1 - 10
of 3 984
pro vyhledávání: '"Beqiri, A"'
We investigate the utility of diffusion generative models to efficiently synthesise datasets that effectively train deep learning models for image analysis. Specifically, we propose novel $\Gamma$-distribution Latent Denoising Diffusion Models (LDMs)
Externí odkaz:
http://arxiv.org/abs/2409.19371
Autor:
Bransby, Kit M., Kim, Woo-jin Cho, Oliveira, Jorge, Thorley, Alex, Beqiri, Arian, Gomez, Alberto, Chartsias, Agisilaos
Building an echocardiography view classifier that maintains performance in real-life cases requires diverse multi-site data, and frequent updates with newly available data to mitigate model drift. Simply fine-tuning on new datasets results in "catast
Externí odkaz:
http://arxiv.org/abs/2407.21577
Autor:
Highton, Jack, Chong, Quok Zong, Finestone, Samuel, Beqiri, Arian, Schnabel, Julia A., Bhatia, Kanwal K.
Deep learning models for medical image segmentation and object detection are becoming increasingly available as clinical products. However, as details are rarely provided about the training data, models may unexpectedly fail when cases differ from th
Externí odkaz:
http://arxiv.org/abs/2406.19557
Autor:
Bransby, Kit Mills, Beqiri, Arian, Kim, Woo-Jin Cho, Oliveira, Jorge, Chartsias, Agisilaos, Gomez, Alberto
Neural networks can learn spurious correlations that lead to the correct prediction in a validation set, but generalise poorly because the predictions are right for the wrong reason. This undesired learning of naive shortcuts (Clever Hans effect) can
Externí odkaz:
http://arxiv.org/abs/2406.19148
Autor:
Hanks, Patrick, Lenarčič, Simon
Publikováno v:
Dictionary of American Family Names, 2 ed., 2022.
Externí odkaz:
http://www.oxfordreference.com/view/10.1093/acref/9780190245115.001.0001/acref-9780190245115-e-5740
We propose a novel pipeline for the generation of synthetic ultrasound images via Denoising Diffusion Probabilistic Models (DDPMs) guided by cardiac semantic label maps. We show that these synthetic images can serve as a viable substitute for real da
Externí odkaz:
http://arxiv.org/abs/2305.05424
Autor:
BEQIRI, Mitasin1 mitasin.beqiri@kolegjibiznesi.com, SALIU, Senat2 senat.s@hotmail.com
Publikováno v:
Vizione. 2024, Issue 43, p137-153. 17p.
Publikováno v:
International Journal of Adolescence and Youth, Vol 29, Iss 1 (2024)
This study delves into gender stereotypes among young people in Kosovo and Albania, emphasizing cultural differences that are often overlooked in research. The study involved 412 students from Kosovo and 255 students from Albania who were surveyed us
Externí odkaz:
https://doaj.org/article/10520361be494519b6831067c1fd3f6f
Autor:
Agron Dogjani, Kastriot Haxhirexha, Juan Carlos Puyana, Chrysanthos Georgiou, Diego Mariani, Mauro Zago, Roman Pfeifer, Michel Teuben, Alba Shehu, Ilir Hasani, Ennio Adami, Arben Beqiri, Basri Lenjani
Publikováno v:
Albanian Journal of Trauma and Emergency Surgery, Vol 8, Iss 2.8 (2024)
The 8th Albanian Congress of Trauma and Emergency Surgery (ACTES 2024) was a dynamic platform for exchanging cutting-edge knowledge, clinical expertise, and innovative trauma and emergency surgery research. This prestigious event will convene leading
Externí odkaz:
https://doaj.org/article/e3465dffcc1e4fbf87dc4123a5ff0085
Autor:
Romit J. Samanta, Anne-Cécile Chiollaz, Edward Needham, John K. Yue, Adel Helmy, Elisa R. Zanier, Kevin K.W. Wang, Firas Kobeissy, Jussi P. Posti, Charlotte Summers, Geoffrey T. Manley, Andrew IR. Maas, Olli Tenovuo, Jean-Charles Sanchez, David K. Menon, Neeraj Badjatia, Ramon Diaz-Arrastia, Ann-Christine Duhaime, V Ramana Feeser, Shankar Gopinath, Ramesh Grandhi, Ruchira J. Ha, Dirk Keene, Christopher Madden, Michael McCrea, Randall Merchant, Laura B. Ngwenya, Richard B. Rodgers, David Schnyer, Sabrina R. Taylor, Ross Zafonte, Cecilia Ackerlund, Krisztina Amrein, Nada Andelic, Lasse Andreassen, Audny Anke, Gérard Audibert, Philippe Azouvi, Maria Luisa Azzolini, Ronald Bartels, Ronny Beer, Bo-Michael Bellander, Habib Benali, Maurizio Berardino, Luigi Beretta, Erta Beqiri, Morten Blaabjerg, Stine Borgen Lund, Camilla Brorsson, Andras Buki, Manuel Cabeleira, Alessio Caccioppola, Emiliana Calappi, Maria Rosa Calvi, Peter Cameron, Guillermo Carbayo Lozano, Marco Carbonara, Ana M. Castaño-León, Simona Cavallo, Giorgio Chevallard, Arturo Chieregato, Giuseppe Citerio, Hans Clusmann, Mark Steven Coburn, Jonathan Coles, Jamie D. Cooper, Marta Correia, Endre Czeiter, Marek Czosnyka, Claire Dahyot-Fizelier, Paul Dark, Véronique De Keyser, Vincent Degos, Francesco Della Corte, Hugo den Boogert, Bart Depreitere, Đula Đilvesi, Abhishek Dixit, Jens Dreier, Guy-Loup Dulière, Ari Ercole, Erzsébet Ezer, Martin Fabricius, Kelly Foks, Shirin Frisvold, Alex Furmanov, Damien Galanaud, Dashiell Gantner, Alexandre Ghuysen, Lelde Giga, Jagoš Golubović, Pedro A. Gomez, Benjamin Gravesteijn, Francesca Grossi, Deepak Gupta, Iain Haitsma, Raimund Helbok, Eirik Helseth, Jilske Huijben, Peter J. Hutchinson, Stefan Jankowski, Faye Johnson, Mladen Karan, Angelos G. Kolias, Daniel Kondziella, Evgenios Kornaropoulos, Lars-Owe Koskinen, Noémi Kovács, Ana Kowark, Alfonso Lagares, Steven Laureys, Fiona Lecky, Didier Ledoux, Roger Lightfoot, Hester Lingsma, Andrew I.R. Maas, Alex Manara, Hugues Maréchal, Costanza Martino, Julia Mattern, Catherine McMahon, David Menon, Tomas Menovsky, Benoit Misset, Visakh Muraleedharan, Lynnette Murray, Ancuta Negru, David Nelson, Virginia Newcombe, József Nyirádi, Fabrizio Ortolano, Jean-François Payen, Vincent Perlbarg, Paolo Persona, Wilco Peul, Anna Piippo-Karjalainen, Horia Ples, Inigo Pomposo, Louis Puybasset, Andreea Rădoi, Arminas Ragauskas, Rahul Raj, Jonathan Rhodes, Sophie Richter, Saulius Rocka, Cecilie Roe, Olav Roise, Jeffrey Rosenfeld, Christina Rosenlund, Guy Rosenthal, Rolf Rossaint, Sandra Rossi, Juan Sahuquillo, Oliver Sakowitz, Renan Sanchez-Porras, Oddrun Sandrød, Kari Schirmer-Mikalsen, Rico Frederik Schou, Charlie Sewalt, Peter Smielewski, Abayomi Sorinola, Emmanuel Stamatakis, Ewout W. Steyerberg, Nino Stocchetti, Nina Sundström, Riikka Takala, Viktória Tamás, Tomas Tamosuitis, Matt Thomas, Dick Tibboel, Christos Tolias, Tony Trapani, Cristina Maria Tudora, Andreas Unterberg, Peter Vajkoczy, Egils Valeinis, Shirley Vallance, Zoltán Vámos, Gregory Van der Steen, Jeroen T.J.M. van Dijck, Thomas A. van Essen, Roel van Wijk, Alessia Vargiolu, Emmanuel Vega, Anne Vik, Rimantas Vilcinis, Victor Volovici, Peter Vulekovic, Eveline Wiegers, Guy Williams, Stefan Winzeck, Stefan Wolf, Alexander Younsi, Frederick A. Zeiler, Agate Ziverte, Tommaso Zoerle
Publikováno v:
EBioMedicine, Vol 108, Iss , Pp 105310- (2024)
Summary: Background: The inflammatory response in patients with traumatic brain injury (TBI) offers opportunities for stratification and intervention. Previous unselected approaches to immunomodulation in patients with TBI have not improved patient o
Externí odkaz:
https://doaj.org/article/901234563c104cc1be5c3a073a2be5fc