Supporting clinical decision making in the emergency department for paediatric patients using machine learning: A scoping review protocol.

Autor: Fiona Leonard, Dympna O'Sullivan, John Gilligan, Nicola O'Shea, Michael J Barrett

Publikováno v: PLoS ONE, Vol 18, Iss 11, p e0294231 (2023)

IntroductionMachine learning as a clinical decision support system tool has the potential to assist clinicians who must make complex and accurate medical decisions in fast paced environments such as the emergency department. This paper presents a pro

Externí odkaz: https://doaj.org/article/1fd8b07778a14454b58dc1e04d9716ad

Responses of paediatric emergency departments to the first wave of the COVID-19 pandemic in Europe: a cross-sectional survey study

Autor: Antonio Chiaretti, Borja Gomez, Ian Maconochie, Silvia Bressan, Damian Roland, Luigi Titomanlio, Ana Sofia Simões, Liviana Da Dalt, Henriette A Moll, Vanessa Gorito, Michael Barrett, Lina Jankauskaite, Niccolo Parri, Rianne Oostenbrink, Dorine Borensztajn, Ruud Nijman, Michael Bennett, Mark Lyttle, Danilo Buonsenso, Romain Basmaci, Stuart Hartshorn, Roberto Velasco, Susanne Greber-Platzer, Shrouk Messahel, Sylvester Gomes, Clarissa Barber, Romain Guedj, Zanda Pucuka, Kate Honeyford, João Viana, Patricia Macao, Camille Aupiais, Samuel Rhedin, Jonas Thüminger, Sofia Reis, Katy Rose, Zsolt Bognar, Tisham De, Ruth Farrugia, Alexis Rybak, Asgeir Haraldsson, Caner Turan, Christoph Zurl, Corinne Vasilico, Daniel Weghuber, Daniela Kohlfuerst, Danielle Rose, Esra Akyüz Özkan, Fiona Leonard, Florian Hey, Florian Hoffman, Francisca Saraiva, Gábor Simon, Inês Mascarenhas, John Jensen, Julia Lischka, Katarina Vincek, Laszlo Fodor, Lia Mano, Malin Ryd Rinder, Matthias Schaffert, Merve Havan, Mojca Kolnik, Naomi Lin, Nuno Serrade Almeida, Orkun Aydın, Ozlem Teksam, Paddy Fitzpatrick, Petra Salamon, Rohan Mongru, Rosa Morello, Sandra Soares Cardoso, Sofia Rapti, Sonia Andrade Santos, Susana Castanhinha, Thibault de Groc, Urdur Jonsdottir, Valtýr Stefánsson Thors, Vanda Anacleto, Vytenis Masillonis

Publikováno v: BMJ Paediatrics Open, Vol 5, Iss 1 (2021)

Objective Understanding how paediatric emergency departments (PEDs) across Europe adapted their healthcare pathways in response to COVID-19 will help guide responses to ongoing waves of COVID-19 and potential future pandemics. This study aimed to eva

Externí odkaz: https://doaj.org/article/dff9fe2ef4644383ab3147acc2e48b31

Respective roles of non-pharmaceutical interventions in bronchiolitis outbreaks: an interrupted time-series analysis based on a multinational surveillance system

Autor: Lea, Lenglart, Naim, Ouldali, Kate, Honeyford, Zsolt, Bognar, Silvia, Bressan, Danilo, Buonsenso, Liviana, Da Dalt, Tisham, De, Ruth, Farrugia, Ian K, Maconochie, Henriette A, Moll, Rianne, Oostenbrink, Niccolo, Parri, Damian, Roland, Katy, Rose, Esra, Akyüz Özkan, François, Angoulvant, Camille, Aupiais, Clarissa, Barber, Michael, Barrett, Romain, Basmaci, Susana, Castanhinha, Antonio, Chiaretti, Sheena, Durnin, Patrick, Fitzpatrick, Laszlo, Fodor, Borja, Gomez, Susanne, Greber-Platzer, Romain, Guedj, Florian, Hey, Lina, Jankauskaite, Daniela, Kohlfuerst, Ines, Mascarenhas, Anna Maria, Musolino, Zanda, Pučuka, Sofia, Reis, Alexis, Rybak, Petra, Salamon, Matthias, Schaffert, Keren, Shahar-Nissan, Maria Chiara, Supino, Ozlem, Teksam, Caner, Turan, Roberto, Velasco, Ruud G, Nijman, Luigi, Titomanlio, Vanda, Anacleto, Orkun, Aydin, Elena, Bellelli, Ron, Berant, Thibault, De Groc, Sara, Geitoeira, Florian, Hoffmann, Franziska, Leeb, Fiona, Leonard, Mark, Lyttle, Lia, Mano, Vytenis, Masillonis, Rosa, Morello, Francisa, Saraiva, Gabor, Simon, Ines Silva, Costa, Joao Sous, Marques, Jonas, Thüminger, Corinne, Vasilico, Anna Chiara, Vittucci, Christoph, Zurl

Publikováno v: European Respiratory Journal, 61(2):2201172. European Respiratory Society
European Respiratory Journal
European Respiratory Journal, 2022, pp.2201172. ⟨10.1183/13993003.01172-2022⟩

BackgroundBronchiolitis is a major source of morbimortality among young children worldwide. Non-pharmaceutical interventions (NPIs) implemented to reduce the spread of severe acute respiratory syndrome coronavirus 2 may have had an important impact o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3873af3e2319416784b89e4876fb6c14
https://doi.org/10.1183/13993003.01172-2022