Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning

Authors: Tariq A. Dam, Luca F. Roggeveen, Fuda van Diggelen, Lucas M. Fleuren, Ameet R. Jagesar, Martijn Otten, Heder J. de Vries, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Dave A. Dongelmans, Remko de Jong, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, A. Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Sesmu Arbous, Sebastiaan J. J. Vonk, Tomas Machado, Willem E. Herter, Harm-Jan de Grooth, Patrick J. Thoral, Armand R. J. Girbes, Mark Hoogendoorn, Paul W. G. Elbers, The Dutch ICU Data Sharing Against COVID-19 Collaborators

Source: Annals of Intensive Care, Vol 12, Iss 1, Pp 1-9 (2022)

Subject Terms: COVID-19, Mechanical ventilation, Acute respiratory distress syndrome, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

File Description: electronic resource

Relation: https://doaj.org/toc/2110-5820

Access URL: https://doaj.org/article/a3584c779f174b4ab55ecd74982c5e66

Predictors for extubation failure in COVID-19 patients using a machine learning approach

Authors: Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti, Daan P. de Bruin, Robbert C. A. Lalisang, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Dave A. Dongelmans, Remko de Jong, Marco Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, A. Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Sesmu Arbous, Sebastiaan J. J. Vonk, Mattia Fornasa, Tomas Machado, Taco Houwert, Hidde Hovenkamp, Roberto Noorduijn Londono, Davide Quintarelli, Martijn G. Scholtemeijer, Aletta A. de Beer, Giovanni Cinà, Adam Kantorik, Tom de Ruijter, Willem E. Herter, Martijn Beudel, Armand R. J. Girbes, Mark Hoogendoorn, Patrick J. Thoral, Paul W. G. Elbers, the Dutch ICU Data Sharing Against Covid-19 Collaborators

Source: Critical Care, Vol 25, Iss 1, Pp 1-10 (2021)

Subject Terms: Extubation, Prediction, Risk factors, Extubation failure, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

File Description: electronic resource

Relation: https://doaj.org/toc/1364-8535

Access URL: https://doaj.org/article/c04ef1ea0f0b493fb77ba8e33296e30c

The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

Authors: Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti, Daan P. de Bruin, Robbert C. A. Lalisang, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Dave A. Dongelmans, Remko de Jong, Marco Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, A. Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Sesmu Arbous, Sebastiaan J. J. Vonk, Mattia Fornasa, Tomas Machado, Taco Houwert, Hidde Hovenkamp, Roberto Noorduijn-Londono, Davide Quintarelli, Martijn G. Scholtemeijer, Aletta A. de Beer, Giovanni Cina, Martijn Beudel, Willem E. Herter, Armand R. J. Girbes, Mark Hoogendoorn, Patrick J. Thoral, Paul W. G. Elbers

Source: Critical Care, Vol 25, Iss 1, Pp 1-12 (2021)

Subject Terms: Database, Big data, COVID-19, Data sharing, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

File Description: electronic resource

Relation: https://doaj.org/toc/1364-8535

Access URL: https://doaj.org/article/fda39d22c4e340efbc3a04cd3073f6b4

Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data Warehouse

Authors: Lucas M. Fleuren, Michele Tonutti, Daan P. de Bruin, Robbert C. A. Lalisang, Tariq A. Dam, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sebastiaan J. J. Vonk, Mattia Fornasa, Tomas Machado, Nardo J. M. van der Meer, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Dave A. Dongelmans, Remko de Jong, Marco Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Sefanja Achterberg, Harald J. Faber, A. Karakus, Menno Beukema, Robert Entjes, Paul de Jong, Taco Houwert, Hidde Hovenkamp, Roberto Noorduijn Londono, Davide Quintarelli, Martijn G. Scholtemeijer, Aletta A. de Beer, Giovanni Cinà, Martijn Beudel, Nicolet F. de Keizer, Mark Hoogendoorn, Armand R. J. Girbes, Willem E. Herter, Paul W. G. Elbers, Patrick J. Thoral, Dutch ICU Data Sharing Against COVID-19 Collaborators

Source: Intensive Care Medicine Experimental, Vol 9, Iss 1, Pp 1-15 (2021)

Subject Terms: COVID-19, Mortality prediction, Risk factors, Machine learning, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

File Description: electronic resource

Relation: https://doaj.org/toc/2197-425X

Access URL: https://doaj.org/article/02fac2c9c60242bebdd4de7e0fafb6d2

Effect of intensive care unit-specific virtual reality (ICU-VR) to improve psychological well-being in ICU survivors: study protocol for an international, multicentre, randomised controlled trial—the HORIZON-IC study

Authors: Fabio Taccone, Annemieke Dijkstra, Diederik Gommers, Jasper van Bommel, Evert-Jan Wils, Anna FC Schut, Joost AM Labout, Margo MC van Mol, Michel E van Genderen, Johan Hendrik Vlake, Tim IM Korevaar, Jan H Elderman, Adrienne MTJ Raben, Sefanja Achterberg, Amber L Jurriens

Source: BMJ Open, Vol 12, Iss 9 (2022)

Subject Terms: Medicine

File Description: electronic resource

Relation: https://bmjopen.bmj.com/content/12/9/e061876.full; https://doaj.org/toc/2044-6055

Access URL: https://doaj.org/article/948051c40def414a979dd858b8a6f838

Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome

Authors: Tariq A. Dam, MD, Harm-Jan de Grooth, MD, PhD, Thomas Klausch, PhD, Lucas M. Fleuren, MD, Daan P. de Bruin, MSc, Robert Entjes, MD, Thijs C. D. Rettig, MD, PhD, Dave A. Dongelmans, MD, PhD, Age D. Boelens, MD, Sander Rigter, MD, Stefaan H. A. Hendriks, MD, Remko de Jong, MD, Marlijn J. A Kamps, MD, Marco Peters, MD, A. Karakus, MD, Diederik Gommers, MD, PhD, Dharmanand Ramnarain, MD, Evert-Jan Wils, MD, PhD, Sefanja Achterberg, MD, PhD, Ralph Nowitzky, MD, Walter van den Tempel, MD, Cornelis P. C. de Jager, MD, PhD, Fleur G. C. A. Nooteboom, MD, Evelien Oostdijk, MD, PhD, Peter Koetsier, MD, Alexander D. Cornet, MD, PhD, FRCP, Auke C. Reidinga, MD, Wouter de Ruijter, MD, PhD, Rob J. Bosman, MD, Tim Frenzel, MD, PhD, Louise C. Urlings-Strop, MD, PhD, Paul de Jong, MD, Ellen G. M. Smit, MD, Olaf L. Cremer, MD, PhD, D. Jannet Mehagnoul-Schipper, MD, PhD, Harald J. Faber, MD, Judith Lens, MD, Gert B. Brunnekreef, MD, Barbara Festen-Spanjer, MD, Tom Dormans, MD, PhD, Annemieke Dijkstra, MD, Bram Simons, MD, A. A. Rijkeboer, MD, Sesmu Arbous, MD, PhD, Marcel Aries, MD, PhD, Menno Beukema, MD, Daniël Pretorius, MD, Rutger van Raalte, MD, Martijn van Tellingen, MD, EDIC, Niels C. Gritters van den Oever, MD, Robbert C. A. Lalisang, MD, Michele Tonutti, MRes, Armand R. J. Girbes, MD, PhD, EDIC, Mark Hoogendoorn, PhD, Patrick J. Thoral, MD, EDIC, Paul W. G. Elbers, MD, PhD, EDIC, on behalf of the Dutch ICU Data Sharing Against COVID-19 Collaborators, Remko van den Akker, Tom A. Rijpstra, M. C. Reuland, Klaas Sierk Arnold, Arend Jan Meinders, Nicolas Schroten, Laura van Manen, Leon Montenij, Julia Koeter, J. W. Fijen, Jasper van Bommel, Roy van den Berg, Martha de Bruin, Roger van Rietschote, Ellen van Geest, Koen S. Simons, Anisa Hana, Joost Labout, Michael Kuiper, Albertus Beishuizen, Bart van de Gaauw, Roos Renckens, B. van den Bogaard, Peter Pickkers, Pim van der Heiden, Dennis Geutjes, Claudia (C. W.) van Gemeren, Emma Rademaker, Frits H. M. van Osch, Johan Lutisan, Jacomar J. M. van Koesveld, Bart P. Grady, Martijn de Kruif, Martin E. Haan, Luca Roggeveen, Dagmar M. Ouweneel, Ronald Driessen, Jan Peppink, G. J. Zijlstra, A. J. van Tienhoven, Evelien van der Heiden, Jan Jaap Spijkstra, Hans van der Spoel, Angelique de Man, Heder J. de Vries, Fuda van Diggelen, Ali el Hassouni, David Romero Guzman, Sandjai Bhulai, Sebastiaan J. J. Vonk, Mattia Fornasa, Tomas Machado, Adam Izdebski, Taco Houwert, Hidde Hovenkamp, Roberto Noorduijn Londono, Davide Quintarelli, Martijn G. Scholtemeijer, Aletta A. de Beer, Giovanni Cinà, Willem E. Herter, Michael de Neree tot Babberich, Olivier Thijssens, Lot Wagemakers, Hilde G. A. van der Pol, Tom Hendriks, Julie Berend, Virginia Ceni Silva, Robert F. J. Kullberg, Leo Heunks, Nicole Juffermans, Arjen J. C. Slooter, Martijn Beudel, Nicolet F. de Keizer

Source: Critical Care Explorations, Vol 3, Iss 10, p e0555 (2021)

Subject Terms: Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9

File Description: electronic resource

Relation: http://journals.lww.com/10.1097/CCE.0000000000000555; https://doaj.org/toc/2639-8028

Access URL: https://doaj.org/article/32f239460e134af0a3cea6a1b4ef0a1c

No Additional Prognostic Value of Genetic Information in the Prediction of Vascular Events after Cerebral Ischemia of Arterial Origin: The PROMISe Study.

Authors: Sefanja Achterberg, L Jaap Kappelle, Paul I W de Bakker, Matthew Traylor, Ale Algra, SMART Study Group and the METASTROKE Consortium

Source: PLoS ONE, Vol 10, Iss 4, p e0119203 (2015)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: http://europepmc.org/articles/PMC4408031?pdf=render; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/e87fcbc2d6f44184a6906d7a4868f63d

A novel MMP12 locus is associated with large artery atherosclerotic stroke using a genome-wide age-at-onset informed approach.

Authors: Matthew Traylor, Kari-Matti Mäkelä, Laura L Kilarski, Elizabeth G Holliday, William J Devan, Mike A Nalls, Kerri L Wiggins, Wei Zhao, Yu-Ching Cheng, Sefanja Achterberg, Rainer Malik, Cathie Sudlow, Steve Bevan, Emma Raitoharju, METASTROKE, International Stroke Genetics Consortium, Wellcome Trust Case Consortium 2 (WTCCC2), Niku Oksala, Vincent Thijs, Robin Lemmens, Arne Lindgren, Agnieszka Slowik, Jane M Maguire, Matthew Walters, Ale Algra, Pankaj Sharma, John R Attia, Giorgio B Boncoraglio, Peter M Rothwell, Paul I W de Bakker, Joshua C Bis, Danish Saleheen, Steven J Kittner, Braxton D Mitchell, Jonathan Rosand, James F Meschia, Christopher Levi, Martin Dichgans, Terho Lehtimäki, Cathryn M Lewis, Hugh S Markus

Source: PLoS Genetics, Vol 10, Iss 7, p e1004469 (2014)

Subject Terms: Genetics, QH426-470

File Description: electronic resource

Relation: http://europepmc.org/articles/PMC4117446?pdf=render; https://doaj.org/toc/1553-7390; https://doaj.org/toc/1553-7404

Access URL: https://doaj.org/article/5d41cc925a994ee1a51259ff48276f3d

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