A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients

Autor: Izdebski, Adam, Thoral, Patrick J., Lalisang, Robbert C. A., McHugh, Dean M., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Rigter, Sander, Wils, Evert-Jan, Frenzel, Tim, Dongelmans, Dave A., de Jong, Remko, Peters, Marco A. A., Kamps, Marlijn J. A, Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G. C. A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G. M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, de Jager, Cornelis P. C., Hendriks, Stefaan H. A., Achterberg, Sefanja, Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert B., Cornet, Alexander D., Tempel, Walter van den, Boelens, Age D., Koetsier, Peter, Lens, Judith, Faber, Harald J., Karakus, A., Entjes, Robert, de Jong, Paul, Rettig, Thijs C. D., Arbous, Sesmu, Fleuren, Lucas M., Dam, Tariq A., Tonutti, Michele, de Bruin, Daan P., Elbers, Paul W. G., Cinà, Giovanni

Despite the recent progress in the field of causal inference, to date there is no agreed upon methodology to glean treatment effect estimation from observational data. The consequence on clinical practice is that, when lacking results from a randomiz

Externí odkaz: http://arxiv.org/abs/2109.06707

Incidence, Risk Factors and Outcome of Suspected Central Venous Catheter-related Infections in Critically Ill COVID-19 Patients

Autor: Smit, Jasper M., Exterkate, Lotte, Van Tienhoven, Arne J., Haaksma, Mark E., Heldeweg, Micah L.A., Fleuren, Lucas, Thoral, Patrick, Dam, Tariq A., Heunks, Leo M.A., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Rigter, Sander, Wils, Evert Jan, Frenzel, Tim, Vlaar, Alexander P., Dongelmans, Dave A., De Jong, Remko, Peters, Marco, Kamps, Marlijn J.A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G.C.A., De Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G.M., Mehagnoul-Schipper, D. Jannet, Dormans, Tom, De Jager, Cornelis P.C., Hendriks, Stefaan H.A., Achterberg, Sefanja, Oostdijk, Evelien, Reidinga, Auke C., Festen-Spanjer, Barbara, Brunnekreef, Gert B., Cornet, Alexander D., Van Den Tempel, Walter, Boelens, Age D., Koetsier, Peter, Lens, Judith, Faber, Harald J., Karakus, A., Entjes, Robert, De Jong, Paul, Rettig, Thijs C.D., Arbous, Sesmu, Vonk, Bas, Machado, Tomas, Girbes, Armand R.J., Sieswerda, Elske, Elbers, Paul W.G., Tuinman, Pieter R.

Publikováno v: Shock, 58, 5, pp. 358-365
Shock, 58, 358-365
Shock, 58(5), 358-365. Lippincott Williams and Wilkins
Shock: Injury, Inflammation and Sepsis, 58(5), 358-365. LIPPINCOTT WILLIAMS & WILKINS
Shock (Augusta, Ga.), 58(5), 358-365. Lippincott Williams and Wilkins
Smit, J M, Exterkate, L, van Tienhoven, A J, Haaksma, M E, Heldeweg, M L A, Fleuren, L, Thoral, P, Dam, T A, Heunks, L M A, Gommers, D, Cremer, O L, Bosman, R J, Rigter, S, Wils, E-J, Frenzel, T, Vlaar, A P, Dongelmans, D A, de Jong, R, Peters, M, Kamps, M J A, Ramnarain, D, Nowitzky, R, Nooteboom, F G C A, de Ruijter, W, Urlings-Strop, L C, Smit, E G M, Mehagnoul-Schipper, D J, Dormans, T, de Jager, C P C, Hendriks, S H A, Achterberg, S, Oostdijk, E, Reidinga, A C, Festen-Spanjer, B, Brunnekreef, G B, Cornet, A D, van den Tempel, W, Boelens, A D, Koetsier, P, Lens, J, Faber, H J, Karakus, A, Entjes, R, de Jong, P, Rettig, T C D, Arbous, S, Vonk, B, Machado, T, Girbes, A R J, Sieswerda, E, Elbers, P W G & Tuinman, P R 2022, ' Incidence, Risk Factors and Outcome of Suspected Central Venous Catheter-related Infections in Critically Ill COVID-19 Patients : A Multicenter Retrospective Cohort Study ', Shock, vol. 58, no. 5, pp. 358-365 . https://doi.org/10.1097/SHK.0000000000001994
Shock, 58(5), 358-365. Lippincott Williams & Wilkins

Background: Aims of this study were to investigate the prevalence and incidence of catheter-related infection, identify risk factors, and determine the relation of catheter-related infection with mortality in critically ill COVID-19 patients. Methods

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1e9e46df27ec6c67d70e3919bf8cbda9
https://doi.org/10.1097/shk.0000000000001994

Large-scale ICU data sharing for global collaboration: the first 1633 critically ill COVID-19 patients in the Dutch Data Warehouse

Autor: Fleuren, Lucas M., de Bruin, Daan P., Tonutti, Michele, Lalisang, Robbert C.A., Elbers, Paul W.G., Gommers, Diederik, Cremer, Olaf L., Bosman, Rob J., Vonk, Sebastiaan J.J., Fornasa, Mattia, Machado, Tomas, Dam, Tariq, de Keizer, Nicolet F., Raeissi, Masoume, van der Meer, Nardo J.M., Rigter, Sander, Wils, Evert Jan, Frenzel, Tim, Dongelmans, Dave A., de Jong, Remko, Peters, Marco, Kamps, Marlijn J.A., Ramnarain, Dharmanand, Nowitzky, Ralph, Nooteboom, Fleur G.C.A., de Ruijter, Wouter, Urlings-Strop, Louise C., Smit, Ellen G.M., Mehagnoul-Schipper, Jannet, Dormans, Tom, Houwert, Taco, Hovenkamp, Hidde, Londono, Roberto Noorduijn, Quintarelli, Davide, Scholtemeijer, Martijn G., de Beer, Aletta A., Ercole, Ari, van der Schaar, Mihaela, Beudel, Martijn, Hoogendoorn, Mark, Girbes, Armand R.J., Herter, Willem E., Thoral, Patrick J., Roggeveen, Luca, van Diggelen, Fuda, el Hassouni, Ali, Guzman, David Romero, Bhulai, Sandjai, Ouweneel, Dagmar, Driessen, Ronald, Peppink, Jan, de Grooth, H. J., Zijlstra, G. J., van Tienhoven, A. J., van der Heiden, Evelien, Spijkstra, Jan Jaap, van der Spoel, Hans, de Man, Angelique, Klausch, Thomas, de Vries, Heder, Neree tot Babberich, Michael de, Thijssens, Olivier, Wagemakers, Lot, Berend, Julie, Silva, Virginia Ceni, Kullberg, Bob, Heunks, Leo, Juffermans, Nicole, Slooter, Arjan, Rettig, Thijs C.D., Reuland, M. C., van Manen, Laura, Montenij, Leon, van Bommel, Jasper, van den Berg, Roy, van Geest, Ellen, Hana, Anisa, Simsek, Suat, van den Bogaard, B., Pickkers, Peter, van der Heiden, Pim, van Gemeren, Claudia, Meinders, Arend Jan, de Bruin, Martha, Rademaker, Emma, van Osch, Frits, de Kruif, Martijn, Hendriks, Stefaan H.A., Schroten, Nicolas, Boelens, Age D., Arnold, Klaas Sierk, Karakus, A., Fijen, J. W., Festen-Spanjer, Barbara, Achterberg, Sefanja, Lens, Judith, van Koesveld, Jacomar, van den Tempel, Walter, Simons, Koen S., de Jager, Cornelis P.C., Oostdijk, Evelien, Labout, Joost, van der Gaauw, Bart, Reidinga, Auke C., Koetsier, Peter, Kuiper, Michael, Cornet, Alexander D., Beishuizen, Albertus, de Jong, Paul, Geutjes, Dennis, Faber, Harald J., Lutisan, Johan, Brunnekreef, Gert, Gemert, Ankie W.M.M.Koopman van, Entjes, Robert, van den Akker, Remko, Simons, Bram, Rijkeboer, A. A., Arbous, Sesmu, Aries, Marcel, van den Oever, Niels C.Gritters, van Tellingen, Martijn

Publikováno v: Intensive Care Medicine, 47(4), 478-481. Springer-Verlag
Intensive care medicine, 47(4), 478-481. Springer Verlag
Intensive Care Medicine, 47, 4, pp. 478-481
Intensive Care Medicine, 47(4), 478-481. Springer Verlag
Intensive Care Medicine
Intensive Care Medicine, 47, 478-481
Fleuren, L M, de Bruin, D P, Tonutti, M, Lalisang, R C A, Elbers, P W G, Dutch ICU Data Sharing Collaborators & Dam, TA 2021, ' Large-scale ICU data sharing for global collaboration : the first 1633 critically ill COVID-19 patients in the Dutch Data Warehouse ', Intensive Care Medicine, vol. 47, no. 4, pp. 478-481 . https://doi.org/10.1007/s00134-021-06361-x
Fleuren, L M, de Bruin, D P, Tonutti, M, Lalisang, R C A, Elbers, P W G, Gommers, D, Cremer, O L, Bosman, R J, Vonk, S J J, Fornasa, M, Machado, T, Dam, T, de Keizer, N F, Raeissi, M, van der Meer, N J M, Rigter, S, Wils, E J, Frenzel, T, Dongelmans, D A, de Jong, R, Peters, M, Kamps, M J A, Ramnarain, D, Nowitzky, R, Nooteboom, F G C A, de Ruijter, W, Urlings-Strop, L C, Smit, E G M, Mehagnoul-Schipper, J, Dormans, T, Houwert, T, Hovenkamp, H, Londono, R N, Quintarelli, D, Scholtemeijer, M G, de Beer, A A, Ercole, A, van der Schaar, M, Beudel, M, Hoogendoorn, M, Girbes, A R J, Herter, W E, Thoral, P J, Roggeveen, L, van Diggelen, F, el Hassouni, A, Guzman, D R, Bhulai, S, Ouweneel, D, Driessen, R, Peppink, J, de Grooth, H J, Zijlstra, G J, van Tienhoven, A J, van der Heiden, E, Spijkstra, J J, van der Spoel, H, de Man, A, Klausch, T, de Vries, H, Neree tot Babberich, M D, Thijssens, O, Wagemakers, L, Berend, J, Silva, V C, Kullberg, B, Heunks, L, Juffermans, N, Slooter, A, Rettig, T C D, Reuland, M C, van Manen, L, Montenij, L, van Bommel, J, van den Berg, R, van Geest, E, Hana, A, Simsek, S, van den Bogaard, B, Pickkers, P, van der Heiden, P, van Gemeren, C, Meinders, A J, de Bruin, M, Rademaker, E, van Osch, F, de Kruif, M, Hendriks, S H A, Schroten, N, Boelens, A D, Arnold, K S, Karakus, A, Fijen, J W, Festen-Spanjer, B, Achterberg, S, Lens, J, van Koesveld, J, van den Tempel, W, Simons, K S, de Jager, C P C, Oostdijk, E, Labout, J, van der Gaauw, B, Reidinga, A C, Koetsier, P, Kuiper, M, Cornet, A D, Beishuizen, A, de Jong, P, Geutjes, D, Faber, H J, Lutisan, J, Brunnekreef, G, Gemert, A W M M K V, Entjes, R, van den Akker, R, Simons, B, Rijkeboer, A A, Arbous, S, Aries, M, van den Oever, N C G & van Tellingen, M 2021, ' Large-scale ICU data sharing for global collaboration: the first 1633 critically ill COVID-19 patients in the Dutch Data Warehouse ', Intensive Care Medicine, vol. 47, no. 4, pp. 478-481 . https://doi.org/10.1007/s00134-021-06361-x
Intensive Care Medicine, 47(4), 478-481. Springer, Cham

Contains fulltext : 238662.pdf (Publisher’s version ) (Closed access)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3aafba01478d7c4e3f50dc573db81dcd
https://www.mendeley.com/catalogue/f0ee621e-c32a-384a-bf00-f27a3d318563/

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

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

Publikováno v: Intensive Care Medicine Experimental, 9(1):32. Springer Science + Business Media
Intensive Care Medicine Experimental
Intensive Care Medicine Experimental, 9, 1
on behalf of Dutch ICU Data Sharing Against COVID-19 Collaborators 2021, ' 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 ', Intensive Care Medicine Experimental, vol. 9, 32, pp. 1-15 . https://doi.org/10.1186/s40635-021-00397-5
Intensive Care Medicine Experimental, Vol 9, Iss 1, Pp 1-15 (2021)
Intensive Care Medicine Experimental, 9:32, 1-15. Springer Science + Business Media
on behalf of Dutch ICU Data Sharing Against COVID-19 Collaborators 2021, ' 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 ', Intensive Care Medicine Experimental, vol. 9, no. 1, 32, pp. 32 . https://doi.org/10.1186/s40635-021-00397-5
Intensive Care Medicine Experimental, 9
Intensive Care Medicine Experimental, 9(1):32. Springer Open
Intensive Care Medicine Experimental, 9(1):32. SpringerOpen

Background The identification of risk factors for adverse outcomes and prolonged intensive care unit (ICU) stay in COVID-19 patients is essential for prognostication, determining treatment intensity, and resource allocation. Previous studies have det

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e970d1243bf53f19182dbe780357cc5e
https://research.vumc.nl/en/publications/acd67208-aea1-4251-a441-c6600515b1ec

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