Identifying the need for infection-related consultations in intensive care patients using machine learning models

Autor: Leslie R. Zwerwer, Christian F. Luz, Dimitrios Soudis, Nicoletta Giudice, Maarten W. N. Nijsten, Corinna Glasner, Maurits H. Renes, Bhanu Sinha

Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)

Abstract Infection-related consultations on intensive care units (ICU) have a positive impact on quality of care and clinical outcome. However, timing of these consultations is essential and to date they are typically event-triggered and reactive. He

Externí odkaz: https://doaj.org/article/b181b45a98044d98a21a2be8128ed56f

Ensemble machine learning prediction and variable importance analysis of 5-year mortality after cardiac valve and CABG operations

Autor: José Castela Forte, Hubert E. Mungroop, Fred de Geus, Maureen L. van der Grinten, Hjalmar R. Bouma, Ville Pettilä, Thomas W. L. Scheeren, Maarten W. N. Nijsten, Massimo A. Mariani, Iwan C. C. van der Horst, Robert H. Henning, Marco A. Wiering, Anne H. Epema

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

Abstract Despite having a similar post-operative complication profile, cardiac valve operations are associated with a higher mortality rate compared to coronary artery bypass grafting (CABG) operations. For long-term mortality, few predictors are kno

Externí odkaz: https://doaj.org/article/9336156248a1408d8a4dc57b72808a9b

Cost-effectiveness of procalcitonin testing to guide antibiotic treatment duration in critically ill patients: results from a randomised controlled multicentre trial in the Netherlands

Autor: Michelle M. A. Kip, Jos A. van Oers, Arezoo Shajiei, Albertus Beishuizen, A. M. Sofie Berghuis, Armand R. Girbes, Evelien de Jong, Dylan W. de Lange, Maarten W. N. Nijsten, Maarten J. IJzerman, Hendrik Koffijberg, Ron Kusters

Publikováno v: Critical Care, Vol 22, Iss 1, Pp 1-10 (2018)

Abstract Background Procalcitonin (PCT) testing can help in safely reducing antibiotic treatment duration in intensive care patients with sepsis. However, the cost-effectiveness of such PCT guidance is not yet known. Methods A trial-based analysis wa

Externí odkaz: https://doaj.org/article/b7b96a96b8724bd693782a7e66395dab

[18F]FDG-PET/CT in mechanically ventilated critically ill patients with COVID-19 ARDS and persistent inflammation

Autor: Bram van Leer, Johannes H. van Snick, Mark Londema, Maarten W. N. Nijsten, Ömer Kasalak, Riemer H. J. A. Slart, Andor W. J. M. Glaudemans, Janesh Pillay

Publikováno v: Clinical and Translational Imaging.

Purpose We report the findings of four critically ill patients who underwent an [18F]FDG-PET/CT because of persistent inflammation during the late phase of their COVID-19. Methods Four mechanically ventilated patients with COVID-19 were retrospective

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3e79c0019dfe5a8876e8037f05ab78fb
https://doi.org/10.1007/s40336-023-00550-y

Duration of antibiotic treatment using procalcitonin-guided treatment algorithms in older patients

Autor: Philipp Schuetz, Gaëtan Gavazzi, Rodrigo Octavio Deliberato, Eva Heilmann, Lila Bouadma, Jin-Xiang Wang, Tobias Welte, Florence Tubach, Albertus Beishuizen, Stefan Schroeder, Yahya Shehabi, Konrad Reinhart, Jos A H van Oers, Alessia Verduri, Angela Branche, Stella Sala Soares Lima, Sabine Drevet, Armand R. J. Girbes, Vandack Nobre, Claudia Gregoriano, Kristina B. Kristoffersen, Jean Chastre, Mirjam Christ-Crain, Long Wei, Maarten W. N. Nijsten, Michael Tamm, Caspar Corti, Carolina F. Oliveira, Djillali Annane, Evelien de Jong, Michel Wolff, Charles-Edouard Luyt, Pierre Damas, Beat Mueller, Daiana Stolz, Nathalie Layios, Dylan W. de Lange, Matthias Briel

Publikováno v: Heilmann, E, Gregoriano, C, Annane, D, Reinhart, K, Bouadma, L, Wolff, M, Chastre, J, Luyt, C E, Tubach, F, Branche, A R, Briel, M, Christ-Crain, M, Welte, T, Corti, C, de Jong, E, Nijsten, M, de Lange, D W, van Oers, J A H, Beishuizen, A, Girbes, A R J, Deliberato, R O, Schroeder, S, Kristoffersen, K B, Layios, N, Damas, P, Lima, S S S, Nobre, V, Wei, L, Oliveira, C F, Shehabi, Y, Stolz, D, Tamm, M, Verduri, A, Wang, J X, Drevet, S, Gavazzi, G, Mueller, B & Schuetz, P 2021, ' Duration of antibiotic treatment using procalcitonin-guided treatment algorithms in older patients : a patient-level meta-analysis from randomized controlled trials ', Age and Ageing, vol. 50, no. 5, pp. 1546-1556 . https://doi.org/10.1093/ageing/afab078
Age and Ageing
Heilmann, E, Gregoriano, C, Annane, D, Reinhart, K, Bouadma, L, Wolff, M, Chastre, J, Luyt, C-E, Tubach, F, Branche, A R, Briel, M, Christ-Crain, M, Welte, T, Corti, C, de Jong, E, Nijsten, M, de Lange, D W, van Oers, J A H, Beishuizen, A, Girbes, A R J, Deliberato, R O, Schroeder, S, Kristoffersen, K B, Layios, N, Damas, P, Lima, S S S, Nobre, V, Wei, L, Oliveira, C F, Shehabi, Y, Stolz, D, Tamm, M, Verduri, A, Wang, J-X, Drevet, S, Gavazzi, G, Mueller, B & Schuetz, P 2021, ' Duration of antibiotic treatment using procalcitonin-guided treatment algorithms in older patients : a patient-level meta-analysis from randomized controlled trials ', Age and Ageing, vol. 50, no. 5, pp. 1546-1556 . https://doi.org/10.1093/ageing/afab078

Background Older patients have a less pronounced immune response to infection, which may also influence infection biomarkers. There is currently insufficient data regarding clinical effects of procalcitonin (PCT) to guide antibiotic treatment in olde

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8224f5260372d2176a67feda3345f243
http://www.scopus.com/inward/record.url?scp=85116955794&partnerID=8YFLogxK