SOCAIRE: Forecasting and Monitoring Urban Air Quality in Madrid

Autor: de Medrano, Rodrigo, Remiro, Víctor de Buen, Aznarte, José L.

Air quality has become one of the main issues in public health and urban planning management, due to the proven adverse effects of high pollutant concentrations. Considering the mitigation measures that cities all over the world are taking in order t

Externí odkaz: http://arxiv.org/abs/2011.09741

A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction

Autor: de Medrano, Rodrigo, Aznarte, José L.

Spatio-temporal forecasting is an open research field whose interest is growing exponentially. In this work we focus on creating a complex deep neural framework for spatio-temporal traffic forecasting with comparatively very good performance and that

Externí odkaz: http://arxiv.org/abs/2003.13977

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

Autor: Katharine Sherratt, Hugo Gruson, Rok Grah, Helen Johnson, Rene Niehus, Bastian Prasse, Frank Sandmann, Jannik Deuschel, Daniel Wolffram, Sam Abbott, Alexander Ullrich, Graham Gibson, Evan L Ray, Nicholas G Reich, Daniel Sheldon, Yijin Wang, Nutcha Wattanachit, Lijing Wang, Jan Trnka, Guillaume Obozinski, Tao Sun, Dorina Thanou, Loic Pottier, Ekaterina Krymova, Jan H Meinke, Maria Vittoria Barbarossa, Neele Leithauser, Jan Mohring, Johanna Schneider, Jaroslaw Wlazlo, Jan Fuhrmann, Berit Lange, Isti Rodiah, Prasith Baccam, Heidi Gurung, Steven Stage, Bradley Suchoski, Jozef Budzinski, Robert Walraven, Inmaculada Villanueva, Vit Tucek, Martin Smid, Milan Zajicek, Cesar Perez Alvarez, Borja Reina, Nikos I Bosse, Sophie R Meakin, Lauren Castro, Geoffrey Fairchild, Isaac Michaud, Dave Osthus, Pierfrancesco Alaimo Di Loro, Antonello Maruotti, Veronika Eclerova, Andrea Kraus, David Kraus, Lenka Pribylova, Bertsimas Dimitris, Michael Lingzhi Li, Soni Saksham, Jonas Dehning, Sebastian Mohr, Viola Priesemann, Grzegorz Redlarski, Benjamin Bejar, Giovanni Ardenghi, Nicola Parolini, Giovanni Ziarelli, Wolfgang Bock, Stefan Heyder, Thomas Hotz, David E Singh, Miguel Guzman-Merino, Jose L Aznarte, David Morina, Sergio Alonso, Enric Alvarez, Daniel Lopez, Clara Prats, Jan Pablo Burgard, Arne Rodloff, Tom Zimmermann, Alexander Kuhlmann, Janez Zibert, Fulvia Pennoni, Fabio Divino, Marti Catala, Gianfranco Lovison, Paolo Giudici, Barbara Tarantino, Francesco Bartolucci, Giovanna Jona Lasinio, Marco Mingione, Alessio Farcomeni, Ajitesh Srivastava, Pablo Montero-Manso, Aniruddha Adiga, Benjamin Hurt, Bryan Lewis, Madhav Marathe, Przemyslaw Porebski, Srinivasan Venkatramanan, Rafal P Bartczuk, Filip Dreger, Anna Gambin, Krzysztof Gogolewski, Magdalena Gruziel-Slomka, Bartosz Krupa, Antoni Moszyński, Karol Niedzielewski, Jedrzej Nowosielski, Maciej Radwan, Franciszek Rakowski, Marcin Semeniuk, Ewa Szczurek, Jakub Zielinski, Jan Kisielewski, Barbara Pabjan, Kirsten Holger, Yuri Kheifetz, Markus Scholz, Biecek Przemyslaw, Marcin Bodych, Maciej Filinski, Radoslaw Idzikowski, Tyll Krueger, Tomasz Ozanski, Johannes Bracher, Sebastian Funk

Publikováno v: eLife, Vol 12 (2023)

Background: Short-term forecasts of infectious disease burden can contribute to situational awareness and aid capacity planning. Based on best practice in other fields and recent insights in infectious disease epidemiology, one can maximise the predi

Externí odkaz: https://doaj.org/article/26d25f44b203488cba00565db28416bb

Comparing quantile regression methods for probabilistic forecasting of NO2 pollution levels

Autor: Sebastien Pérez Vasseur, José L. Aznarte

Publikováno v: Scientific Reports, Vol 11, Iss 1, Pp 1-8 (2021)

Abstract High concentration episodes for NO2 are increasingly dealt with by authorities through traffic restrictions which are activated when air quality deteriorates beyond certain thresholds. Foreseeing the probability that pollutant concentrations

Externí odkaz: https://doaj.org/article/9334a8d6092643f6a2ce0bf4cee80d06

Pharmacist recommendations for carbapenem de-escalation in urinary tract infection within an antimicrobial stewardship program

Autor: Svetlana Sadyrbaeva-Dolgova, Pilar Aznarte-Padial, Alberto Jimenez-Morales, Manuela Expósito-Ruiz, Miguel Ángel Calleja-Hernández, Carmen Hidalgo-Tenorio

Publikováno v: Journal of Infection and Public Health, Vol 13, Iss 4, Pp 558-563 (2020)

Background: Carbapenem antibiotics are considered the treatment of choice for serious extended-spectrum beta-lactamase-producing Gram-negative bacteria infections. Our objectives were to analyze the results of carbapenem de-escalation therapy in comp

Externí odkaz: https://doaj.org/article/cd0d375e4b744049ac8ba84ecfe48a1a