Neural Machine Translation of Clinical Text: An Empirical Investigation into Multilingual Pre-Trained Language Models and Transfer-Learning

Autor: Han, Lifeng, Gladkoff, Serge, Erofeev, Gleb, Sorokina, Irina, Galiano, Betty, Nenadic, Goran

We conduct investigations on clinical text machine translation by examining multilingual neural network models using deep learning such as Transformer based structures. Furthermore, to address the language resource imbalance issue, we also carry out

Externí odkaz: http://arxiv.org/abs/2312.07250

Fatty acid oxidation is critical for the tumorigenic potential and chemoresistance of pancreatic cancer stem cells

Autor: Marta Mascaraque, Sarah Courtois, Alba Royo-García, David Barneda, Andrei M. Stoian, Isabel Villaoslada, Pilar Espiau-Romera, Ansooya Bokil, Andrés Cano-Galiano, Petra Jagust, Christopher Heeschen, Patricia Sancho

Publikováno v: Journal of Translational Medicine, Vol 22, Iss 1, Pp 1-18 (2024)

Abstract Background We have previously demonstrated the significant reliance of pancreatic Cancer Stem Cells (PaCSCs) on mitochondrial oxidative phosphorylation (OXPHOS), which enables versatile substrate utilization, including fatty acids (FAs). Not

Externí odkaz: https://doaj.org/article/b76235b5122646e48554bd73d51d1a71

The impact of insect herbivory on biogeochemical cycling in broadleaved forests varies with temperature

Autor: Bernice C. Hwang, Christian P. Giardina, Stephen Adu-Bredu, M. Noelia Barrios-Garcia, Julio C. Calvo-Alvarado, Greta C. Dargie, Haoyu Diao, Virginia G. Duboscq-Carra, Andreas Hemp, Claudia Hemp, Walter Huaraca Huasco, Aleksandr V. Ivanov, Nels G. Johnson, Dries P. J. Kuijper, Simon L. Lewis, Paulina Lobos-Catalán, Yadvinder Malhi, Andrew R. Marshall, Levan Mumladze, Alain Senghor K. Ngute, Ana C. Palma, Ion Catalin Petritan, Mariano A. Rordriguez-Cabal, Ifo A. Suspense, Asiia Zagidullina, Tommi Andersson, Darcy F. Galiano-Cabrera, Mylthon Jiménez-Castillo, Marcin Churski, Shelley A. Gage, Nina Filippova, Kainana S. Francisco, Morgan Gaglianese-Woody, Giorgi Iankoshvili, Mgeta Adidas Kaswamila, Herman Lyatuu, Y. E. Mampouya Wenina, Brayan Materu, M. Mbemba, Ruslan Moritz, Karma Orang, Sergey Plyusnin, Beisit L. Puma Vilca, Maria Rodríguez-Solís, Pavel Šamonil, Kinga M. Stępniak, Seana K. Walsh, Han Xu, Daniel B. Metcalfe

Publikováno v: Nature Communications, Vol 15, Iss 1, Pp 1-11 (2024)

Abstract Herbivorous insects alter biogeochemical cycling within forests, but the magnitude of these impacts, their global variation, and drivers of this variation remain poorly understood. To address this knowledge gap and help improve biogeochemica

Externí odkaz: https://doaj.org/article/45ca819e7e26478a82385a2d66c3377f

Isoperimetric inequalities in nonlocal diffusion problems with integrable kernel

Autor: Gonzalo Galiano

Publikováno v: Opuscula Mathematica, Vol 44, Iss 5, Pp 707-726 (2024)

We deduce isoperimetric estimates for solutions of linear stationary and evolution problems. Our main result establishes the comparison in norm between the solution of a problem and its symmetric version when nonlocal diffusion defined through integr

Externí odkaz: https://doaj.org/article/2080743bbf2b440e8a46b1186cfe98ff

Timing and Modality of Kidney Replacement Therapy in Children and Adolescents

Autor: Cortina, G., Arbeiter, K., Dusek, J., Harambat, J., Ranchin, B., Fischbach, M., Querfeld, U., Habbig, S., Galiano, M., Büscher, R., Gimpel, C., Kemper, M., Melk, A., Thurn, D., Schaefer, F., Doyon, A., Wühl, E., Pohl, M., Wygoda, S., Jeck, N., Kranz, B., Wigger, M., Montini, G., Lugani, F., Testa, S., Vidal, E., Matteucci, C., Picca, S., Jankauskiene, A., Azukaitis, K., Zurowska, A., Drodz, D., Tkaczyk, M., Urasinski, T., Litwin, M., Szczepanska, M., Texeira, A., Peco-Antic, A., Bucher, B., Laube, G., Anarat, A., Bayazit, A.K., Yalcinkaya, F., Basin, E., Cakar, N., Soylemezoglu, O., Duzova, A., Bilginer, Y., Erdogan, H., Donmez, O., Balat, A., Kiyak, A., Caliskan, S., Canpolat, N., Candan, C., Civilibal, M., Emre, S., Ozcelik, G., Mir, S., Sözeri, B., Yavascan, O., Tabel, Y., Ertan, P., Yilmaz, E., Shroff, R., Thumfart, Julia, Wagner, Steffen, Kirchner, Marietta, Azukaitis, Karolis, Bayazit, Aysun K., Obrycki, Lukasz, Canpolat, Nur, Bulut, Ipek Kaplan, Duzova, Ali, Anarat, Ali, Bessenay, Lucie, Shroff, Rukshana, Paripovic, Dusan, Sever, Lale, Candan, Cengiz, Lugani, Francesca, Yilmaz, Alev, Yalcinkaya, Fatos, Arbeiter, Klaus, Kiyak, Aysel, Zurowska, Aleksandra, Galiano, Matthias, Querfeld, Uwe, Melk, Anette, Schaefer, Franz

Publikováno v: In Kidney International Reports September 2024 9(9):2750-2758