Zobrazeno 1 - 10
of 4 352
pro vyhledávání: '"Quer, A"'
With the growth of data from new radio telescope facilities, machine-learning approaches to the morphological classification of radio galaxies are increasingly being utilised. However, while widely employed deep-learning models using convolutional ne
Externí odkaz:
http://arxiv.org/abs/2406.09024
Autor:
Miao, Brenda Y., Chen, Irene Y., Williams, Christopher YK, Davidson, Jaysón, Garcia-Agundez, Augusto, Sun, Shenghuan, Zack, Travis, Saria, Suchi, Arnaout, Rima, Quer, Giorgio, Sadaei, Hossein J., Torkamani, Ali, Beaulieu-Jones, Brett, Yu, Bin, Gianfrancesco, Milena, Butte, Atul J., Norgeot, Beau, Sushil, Madhumita
Recent advances in generative models, including large language models (LLMs), vision language models (VLMs), and diffusion models, have accelerated the field of natural language and image processing in medicine and marked a significant paradigm shift
Externí odkaz:
http://arxiv.org/abs/2403.02558
Autor:
Federico Mason, Amitabh C. Pandey, Matteo Gadaleta, Eric J. Topol, Evan D. Muse, Giorgio Quer
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-8 (2024)
Abstract The 12-lead electrocardiogram (ECG) is an integral component to the diagnosis of a multitude of cardiovascular conditions. It is performed using a complex set of skin surface electrodes, limiting its use outside traditional clinical settings
Externí odkaz:
https://doaj.org/article/4910aa2b73414782ab50c6be300a056a
Autor:
Júlia Verdaguer-Faja, Lorena Valdivieso, Maria Fabregat-Pratdepadua, Gustavo Tapia Melendo, Ariadna Quer, José M. Carrascosa, Aram Boada
Publikováno v:
Indian Journal of Dermatology, Vol 69, Iss 3, Pp 269-272 (2024)
Externí odkaz:
https://doaj.org/article/47de11da7fa84c74a216713296d11440
Publikováno v:
PLOS Digital Health, Vol 3, Iss 9, p e0000584 (2024)
The timely identification of infectious pre-symptomatic and asymptomatic cases is key towards preventing the spread of a viral illness like COVID-19. Early identification has been done through routine testing programs, which are indeed costly and pot
Externí odkaz:
https://doaj.org/article/084cdd1c349b4309b42bdf243e1b0cd1
Autor:
Blanco, Naiara Villalba, Vidal, Rafel Pérez, Fernández, Francisco José Vargas-Machuca, de Gracia García Ramírez, Mª, Castro, Ivan Javier, Serra, Natàlia Juan, Satorra, Rosa Maria Morera, Martorell, Sara Oduber, Huerta, Eduardo Sáez, Carrascosa, Montserrat, Soriano, Ludivina Ibañez, Smithson, Alex, Miserachs, Nuria, Blancas, David, Alonso-Tarrés, Carles, Ayuso, Elisabet Farré, González, Maria Priegue, de Ciriza Villacampa, Carmen Pérez, Fernández, María Dolores García, Martins, Marlene Àlvarez, del Río Pérez, Oscar, Riera, Ester Sanfeliu, Bertomeu, Manel Panisello, Flores, Angels García, González, Laura Linares, Pujol, Ester Comellas i, Matias, Guillem Vila, Adell, Claudia Miralles, Marcual, Jaume Llaberia, Sibat, Anna Martinez, Flotats, Elisenda, Roldan, Francina Riu, Martinez, Lorena Gaviria, de Gamarra Martínez, Edurne Fernández, Solchaga, Virginia Pomar, Luque, M. Fernanda Solano, Barque, M. Pilar Barrufet, Nicolas, Elisabeth Mauri, Fidalgo, Arantzazu Mera, Bertran, Nuria Torrellas, Gomila-Grange, Aina, Blasi, Oriol Gasch, Badia, Ester Dorca, Santamaria, Marta Andrés, Pérez-Moreno, Mar Olga, Pallares, Naya Bellaubi, González, Lidia Martín, Fernández, Magda Muelas, Padilla, Eduardo, Zorrilla, Silvia Gomez, Enguidanos, Maria Rosa Laplace, Jofre, Clara Sala, Arango, Mauricio Valencia, Pascua, Pilar Marcos, Chippiraz, Elisabet Lerma, Sureda, Teresa Falgueras, González, Melisa Barrantes, Saballs, Mireia, Taha, Mohamed Sufian Al-dirra, Guitart, Silvia Sancliment, Larrainzar-Coghen, Thais, Toboso, Sebastián Hernández, Rodriguez, Irene Sánchez, Fraile, Maria José, Torras, Sara Garcia, Guitard-Quer, Alba, Castellana-Perelló, Dolors, Sáenz, Alfredo Jover, Ramírez-Hidalgo, María, Pardo, Graciano García, Garriga, Imma Grau, Palau, Damaris Berbel, Moral, Alícia, Vilamala, Anna, Montal, Camil·la Valls, Navarro, Maria, Valls, Mariona Xercavins, Anaya, Gisela Cuadrado, Ochoa, Ivett Suárez, Matellanes, Julen Montoya, Trevisanello, Lucia, Segarra, Glòria Garcia, Prieto, Natacha Recio, Azcona, Ana Felisa Lopez, Iftimie, Simona Mihaella, Jaime, Laura Cabrera, Margall, Nuri Quer, Laporte, Júlia, González, Carlota Gudiol, Sanmartí, Montserrat, Diaz-Brito, Vicens, Belda, Alejandro Sanjuan, Sanz, Marta Milián, Giménez-Pérez, Montserrat, Hernández, Sergi, Padullés, Ariadna, Boix-Palop, Lucía, Grau, Santiago, Badia, Josep M., Ferrer, Ricard, Calbo, Esther, Limón, Enric, Pujol, Miquel, Horcajada, Juan P.
Publikováno v:
In International Journal of Antimicrobial Agents August 2024 64(2)
Autor:
Quer, Jannes, Borrell, Enric Ribera
In this paper the connection between stochastic optimal control and reinforcement learning is investigated. Our main motivation is to apply importance sampling to sampling rare events which can be reformulated as an optimal control problem. By using
Externí odkaz:
http://arxiv.org/abs/2211.02474
Sampling rare events in metastable dynamical systems is often a computationally expensive task and one needs to resort to enhanced sampling methods such as importance sampling. Since we can formulate the problem of finding optimal importance sampling
Externí odkaz:
http://arxiv.org/abs/2206.06628
Autor:
Martinez i Quer, Alba, Arias, Carlos Alberto, Ellegaard-Jensen, Lea, Johansen, Anders, Paulsen, Maria Lund, Pastor, Ada, Carvalho, Pedro N.
Publikováno v:
In Science of the Total Environment 20 October 2024 948
Autor:
Quer, Giorgio, Topol, Eric J *
Publikováno v:
In The Lancet Digital Health October 2024 6(10):e767-e771