Using Staged Tree Models for Health Data: Investigating Invasive Fungal Infections by Aspergillus and Other Filamentous Fungi

Autor: Filigheddu, Maria Teresa, Leonelli, Manuele, Varando, Gherardo, Gómez-Bermejo, Miguel Ángel, Ventura-Díaz, Sofía, Gorospe, Luis, Fortún, Jesús

Machine learning models are increasingly used in the medical domain to study the association between risk factors and diseases to support practitioners in predicting health outcomes. In this paper, we showcase the use of machine-learned staged tree m

Externí odkaz: http://arxiv.org/abs/2307.16301

Hybrid Quantum Investment Optimization with Minimal Holding Period

Autor: Mugel, Samuel, Abad, Mario, Bermejo, Miguel, Sanchez, Javier, Lizaso, Enrique, Orus, Roman

Publikováno v: Scientific Reports 11, 19587 (2021)

In this paper we propose a hybrid quantum-classical algorithm for dynamic portfolio optimization with minimal holding period. Our algorithm is based on sampling the near-optimal portfolios at each trading step using a quantum processor, and efficient

Externí odkaz: http://arxiv.org/abs/2012.01091

Empirical Second-Line Therapy in 5000 Patients of the European Registry on Helicobacter pylori Management (Hp-EuReg)

Autor: Fiorinni, Giulia, Saracino, Ilaria Maria, Carrasco, Manuel Pabon, Huerga, Alma Keco, Almajano, Enrique Alfaro, Martinez Dominguez, Samuel Jesus, Galan, Horacio Alonso, Velayos, Benito, Sadornil, Carmen Dueñas, Botargues Bote, Jose Maria, Gonzalez-Cordero, Pedro Luis, Areia, Miguel, Gomez Rodriguez, Blas Jose, Pellicano, Rinaldo, Nuñez, Óscar, Franceschi, Francesco, Alekseenko, Sergey, Perona, Monica, Abdulkhakov, Rustam, Dominguez-Cajal, Manuel, Notari, Pedro Almela, Camarero, Judith Gomez, Moreno, Manuel Jimenez, Algaba, Alicia, Bermejo, Fernando, Tejada, Javier Tejedor, Susanibar, Elida Oblitas, Boltin, Doron, Georgopoulos, Sotirios, OMorain, Colm, Qasim, Asghar, Beales, Ian, Bakulina, Natalia, Fadeenko, Galina, Malfertheiner, Peter, Rosania, Rosa, Ilchishina, Tatiana, Bogomolov, Pavel, Bakulin, Igor, Zaytsev, Oleg, Gravina, Antonietta Gerarda, Romano, Marco, Di Leo, Alfredo, Losurdo, Giuseppe, Grigorieva, Ludmila, Guillena, Pedro Delgado, Marusic, Marinko, Jurcic, Dragan, Dekhnich, Natalia Nikolaevna, Iyo, Eduardo, de la Peña Negro, Luisa Carmen, Baryshnikova, Natalia, Bakanova, Natalia, Simsek, Halis, Simsek, Cem, Gridnyev, Oleksiy, Fernandez-Bermejo, Miguel, Angueira, Teresa, Ruiz-Zorrilla Lopez, Rafael, Gomez, Barbara, Kovacheva-Slavova, Mila, Lahat, Adi, Alcedo, Javier, Campillo, Ana, Belousova, Liya Nikolaevna, Villarroya, Ramon Pajares, Ljubicic, Neven, Nikolic, Marko, González-Santiago, Jesús M., Santamaría, Diego Burgos, Pakhomova, Anna, Sekulic-Spasic, Izabela, Ghisa, Matteo, Farinati, Fabio, Sagdati, Sabir Irfan, Panic, Nikola, Heluwaert, Frederic, Amorena, Edurne, Moreira, Leticia, Esparrach, Gloria Fernandez, Plotnikova, Ekaterina Yuryevna, Kukla, Michal, Kamburov, Victor, Lamuela Calvo, Luis Javier, Rankovic, Ivan, Lavín, Antonio Cuadrado, Lazaro, Yolanda Arguedas, Carrera Agnieszka Dobrowolska, Victor Gonzalez, Eder, Piotr, Kononova, Alla, Nyssen, Olga P., Vaira, Dino, Pérez Aísa, Ángeles, Rodrigo, Luis, Castro-Fernandez, Manuel, Jonaitis, Laimas, Tepes, Bojan, Vologzhanina, Liudmila, Caldas, María, Lanas, Angel, Lucendo, Alfredo J., Bujanda, Luis, Ortuño, Juan, Barrio, Jesús, Huguet, Jose M., Voynovan, Irina, Lasala, Jorge Perez, Sarsenbaeva, Aiman Silkanovna, Fernandez-Salazar, Luis, Molina-Infante, Javier, Jurecic, Natasa Brglez, Gasbarrini, Antonio, Kupčinskas, Juozas, Bordin, Dmitry, Marcos-Pinto, Ricardo, Lerang, Frode, Leja, Marcis, Buzas, Gyorgy M., Niv, Yaron, Rokkas, Theodore, Phull, Perminder, Smith, Sinead, Shvets, Oleg, Venerito, Marino, Milivojevic, Vladimir, Simsek, Ilkay, Lamy, Vincent, Bytzer, Peter, Boyanova, Lyudmila, Kunovský, Lumír, Beglinger, Christoph, Doulberis, Michael, Marlicz, Wojciech, Goldis, Adrian, Tonkić, Ante, Capelle, Lisette, Puig, Ignasi, Megraud, Francis, Morain, Colm O’, Gisbert, Javier P.

Publikováno v: In Clinical Gastroenterology and Hepatology October 2022 20(10):2243-2257

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Development and Validation of Hepamet Fibrosis Scoring System–A Simple, Noninvasive Test to Identify Patients With Nonalcoholic Fatty Liver Disease With Advanced Fibrosis

Autor: Agustin, Salvador, Jorquera, Francisco, Frances, Ruben, Garcia-Samaniego, Javier, Salmeron, Javier, Fernandez-Rodriguez, Conrado, Estevez, Pamela, Andrade, Raul, Soriano, German, Fernandez-Bermejo, Miguel, Arias Loste, María Teresa, Sigüenza, Rebeca, Giannetti, Aurora, del Pozo Maroto, Elvira, Ampuero, Javier, Pais, Raluca, Aller, Rocío, Gallego-Durán, Rocío, Crespo, Javier, García-Monzón, Carmelo, Boursier, Jerome, Vilar, Eduardo, Petta, Salvatore, Zheng, Ming-Hua, Escudero, Desamparados, Calleja, Jose Luis, Aspichueta, Patricia, Diago, Moisés, Rosales, Jose Miguel, Caballería, Joan, Gómez-Camarero, Judith, Lo Iacono, Oreste, Benlloch, Salvador, Albillos, Agustín, Turnes, Juan, Banales, Jesus M., Ratziu, Vlad, Romero-Gómez, Manuel

Publikováno v: In Clinical Gastroenterology and Hepatology January 2020 18(1):216-225