Zobrazeno 1 - 10
of 270
pro vyhledávání: '"A, Shatillo"'
We introduce Sauron, a filter pruning method that eliminates redundant feature maps of convolutional neural networks (CNNs). Sauron optimizes, jointly with the loss function, a regularization term that promotes feature maps clustering at each convolu
Externí odkaz:
http://arxiv.org/abs/2209.13590
Publikováno v:
In Neurocomputing 14 August 2024 594
We present MedicDeepLabv3+, a convolutional neural network that is the first completely automatic method to segment cerebral hemispheres in magnetic resonance (MR) volumes of rats with lesions. MedicDeepLabv3+ improves the state-of-the-art DeepLabv3+
Externí odkaz:
http://arxiv.org/abs/2108.01941
Autor:
Valverde, Juan Miguel, Shatillo, Artem, de Feo, Riccardo, Gröhn, Olli, Sierra, Alejandra, Tohka, Jussi
We present a fully convolutional neural network (ConvNet), named RatLesNetv2, for segmenting lesions in rodent magnetic resonance (MR) brain images. RatLesNetv2 architecture resembles an autoencoder and it incorporates residual blocks that facilitate
Externí odkaz:
http://arxiv.org/abs/2001.09138
Akademický článek
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Autor:
Valverde, Juan Miguel, Shatillo, Artem, de Feo, Riccardo, Gröhn, Olli, Sierra, Alejandra, Tohka, Jussi
Manual segmentation of rodent brain lesions from magnetic resonance images (MRIs) is an arduous, time-consuming and subjective task that is highly important in pre-clinical research. Several automatic methods have been developed for different human b
Externí odkaz:
http://arxiv.org/abs/1908.08746
Autor:
Hong Joo Kim, Payam Mohassel, Sandra Donkervoort, Lin Guo, Kevin O’Donovan, Maura Coughlin, Xaviere Lornage, Nicola Foulds, Simon R. Hammans, A. Reghan Foley, Charlotte M. Fare, Alice F. Ford, Masashi Ogasawara, Aki Sato, Aritoshi Iida, Pinki Munot, Gautam Ambegaonkar, Rahul Phadke, Dominic G. O’Donovan, Rebecca Buchert, Mona Grimmel, Ana Töpf, Irina T. Zaharieva, Lauren Brady, Ying Hu, Thomas E. Lloyd, Andrea Klein, Maja Steinlin, Alice Kuster, Sandra Mercier, Pascale Marcorelles, Yann Péréon, Emmanuelle Fleurence, Adnan Manzur, Sarah Ennis, Rosanna Upstill-Goddard, Luca Bello, Cinzia Bertolin, Elena Pegoraro, Leonardo Salviati, Courtney E. French, Andriy Shatillo, F. Lucy Raymond, Tobias B. Haack, Susana Quijano-Roy, Johann Böhm, Isabelle Nelson, Tanya Stojkovic, Teresinha Evangelista, Volker Straub, Norma B. Romero, Jocelyn Laporte, Francesco Muntoni, Ichizo Nishino, Mark A. Tarnopolsky, James Shorter, Carsten G. Bönnemann, J. Paul Taylor
Publikováno v:
Nature Communications, Vol 13, Iss 1, Pp 1-18 (2022)
Missense variants in RNA-binding proteins underlie many diseases. Here the authors report an oculopharyngeal muscular dystrophy caused by heterozygous frameshift mutations in HNRNPA2B1 that alter its nucleocytoplasmic transport dynamics and result in
Externí odkaz:
https://doaj.org/article/43f9513e8b2941959cf7d7957b2785b1
Autor:
Adoukonou, Thierry, Aryani, Omid, Barisic, Nina, Bashiri, Fahad, Bastaki, Laila, Benitto, Afaf, Omran, Tawfeg Ben, Bernert, Guenther, Bertini, Enrico, Borde, Patricia, Born, Peter, Boustani, Rose-Mary, Butoianu, Nina, Castiglioni, Claudia, Catibusic, Feriha, Chan, Sophelia, Chien, Yin Hsiu, Christodoulou, Kyproula, Dejsuphong, Donniphat, Farrar, Michelle, Filip, Duma, Goemans, Nathalie, Guinhouya, Kokou, Haberlova, Jana, Hadzsiev, Kinga, Hovhannesyan, Kristine, Isohanni, Pirjo, Radovic, Nelica Ivanovic, Jacquier, David, Jalloh, Alusine, Jedrzejowska, Maria, Kandawasvika, Gwen, Kaputu, Celestin, Kawatu, Nfwama, Kernohan, Kristin, Kirschner, Jan, Klink, Barbara, Kodsy, Sherry, Kouame-Assouan, Ange-Eric, Kravljanac, Ruzica, Kreile, Madara, Litvinenko, Ivan, McMillan, Hugh, Mesa, Sandra, Mohamed, Inaam, Kanzoska, Liljana Muaremoska, Nevo, Yoram, Nguefack, Seraphin, Nkole, Kafula, O'Grady, Gina, O'Rourke, Declan, Oskoui, Maryam, Piazzon, Flavia, Poddighe, Dimitri, Prasauskiene, Audrone, Prieto, Juan, Rasmussen, Magnhild, Razafindrasata, Santara, Saha, Narayan, Saito, Kayoko, Sakadi, Foksouna, Sangare, Modibo, Schroth, Mary, Shalkevich, Leanid, Shatillo, Andriy, Suthar, Renu, Szabo, Lena, Tatishvili, Nana, Tazir, Meriem, Tizzano, Eduardo, Topaloglu, Haluk, Tulinius, Mar, van der Pol, Ludo, Vazquez, Gabriel, Vlodavets, Dimitry, Wanigasinghe, Jithangi, Wilmshurst, Jo, Xiong, Hui, Zafeiriou, Dimitrios, Zamba, Eleni, Dangouloff, Tamara, Vrščaj, Eva, Servais, Laurent, Osredkar, Damjan
Publikováno v:
In Neuromuscular Disorders June 2021 31(6):574-582
Autor:
De Feo, Riccardo, Shatillo, Artem, Sierra, Alejandra, Valverde, Juan Miguel, Gröhn, Olli, Giove, Federico, Tohka, Jussi
Publikováno v:
In NeuroImage 1 April 2021 229
Autor:
Klara Holikova, Hanne Laakso, Raimo Salo, Artem Shatillo, Antti Nurmi, Martin Bares, Jiri Vanicek, Shalom Michaeli, Silvia Mangia, Alejandra Sierra, Olli Gröhn
Publikováno v:
Frontiers in Neuroscience, Vol 15 (2021)
Externí odkaz:
https://doaj.org/article/8435e7f4aa544527bb32ba4482a87d69