Now showing 1 - 10 of 149
  • 2018Journal Article
    [["dc.bibliographiccitation.firstpage","413"],["dc.bibliographiccitation.issue","3"],["dc.bibliographiccitation.journal","Critical Care Clinics"],["dc.bibliographiccitation.lastpage","422"],["dc.bibliographiccitation.volume","34"],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Vasques, Francesco"],["dc.contributor.author","Duscio, Eleonora"],["dc.contributor.author","Cipulli, Francesco"],["dc.contributor.author","Romitti, Federica"],["dc.contributor.author","Gattinoni, Luciano"],["dc.contributor.author","Quintel, Michael"],["dc.date.accessioned","2020-12-10T14:22:56Z"],["dc.date.available","2020-12-10T14:22:56Z"],["dc.date.issued","2018"],["dc.identifier.doi","10.1016/j.ccc.2018.03.011"],["dc.identifier.issn","0749-0704"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/71782"],["dc.language.iso","en"],["dc.notes.intern","DOI Import GROB-354"],["dc.title","Extracorporeal Gas Exchange"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dspace.entity.type","Publication"]]
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  • 2014Journal Article
    [["dc.bibliographiccitation.firstpage","252"],["dc.bibliographiccitation.issue","2"],["dc.bibliographiccitation.journal","Critical Care Medicine"],["dc.bibliographiccitation.lastpage","264"],["dc.bibliographiccitation.volume","42"],["dc.contributor.author","Chiumello, Davide"],["dc.contributor.author","Cressoni, Massimo"],["dc.contributor.author","Carlesso, Eleonora"],["dc.contributor.author","Caspani, Maria L."],["dc.contributor.author","Marino, Antonella"],["dc.contributor.author","Gallazzi, Elisabetta"],["dc.contributor.author","Caironi, Pietro"],["dc.contributor.author","Lazzerini, Marco"],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Quintel, Michael"],["dc.contributor.author","Gattinoni, Luciano"],["dc.date.accessioned","2018-11-07T09:44:43Z"],["dc.date.available","2018-11-07T09:44:43Z"],["dc.date.issued","2014"],["dc.description.abstract","Objective: Positive end-expiratory pressure exerts its effects keeping open at end-expiration previously collapsed areas of the lung; consequently, higher positive end-expiratory pressure should be limited to patients with high recruitability. We aimed to determine which bedside method would provide positive end-expiratory pressure better related to lung recruitability. Design: Prospective study performed between 2008 and 2011. Setting: Two university hospitals (Italy and Germany). Patients: Fifty-one patients with acute respiratory distress syndrome. Interventions: Whole lung CT scans were taken in static conditions at 5 and 45 cm H2O during an end-expiratory/end-inspiratory pause to measure lung recruitability. To select individual positive end-expiratory pressure, we applied bedside methods based on lung mechanics (ExPress, stress index), esophageal pressure, and oxygenation (higher positive end-expiratory pressure table of lung open ventilation study). Measurements and Main Results: Patients were classified in mild, moderate and severe acute respiratory distress syndrome. Positive end-expiratory pressure levels selected by the ExPress, stress index, and absolute esophageal pressures methods were unrelated with lung recruitability, whereas positive end-expiratory pressure levels selected by the lung open ventilation method showed a weak relationship with lung recruitability (r(2) = 0.29; p < 0.0001). When patients were classified according to the acute respiratory distress syndrome Berlin definition, the lung open ventilation method was the only one which gave lower positive end-expiratory pressure levels in mild and moderate acute respiratory distress syndrome compared with severe acute respiratory distress syndrome (8 2 and 11 +/- 3 cm H2O vs 15 +/- 3 cm H2O; p < 0.05), whereas ExPress, stress index, and esophageal pressure methods gave similar positive end-expiratory pressure values in mild, moderate, and severe acute respiratory distress syndrome. The positive end-expiratory pressure selected by the different methods were unrelated to each other with the exception of the two methods based on lung mechanics (ExPress and stress index). Conclusions: Bedside positive end-expiratory pressure selection methods based on lung mechanics or absolute esophageal pressures provide positive end-expiratory pressure levels unrelated to lung recruitability and similar in mild, moderate, and severe acute respiratory distress syndrome, whereas the oxygenation-based method provided positive end-expiratory pressure levels related with lung recruitability progressively increasing from mild to moderate and severe acute respiratory distress syndrome."],["dc.identifier.doi","10.1097/CCM.0b013e3182a6384f"],["dc.identifier.isi","000329863400020"],["dc.identifier.pmid","24196193"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/34453"],["dc.notes.status","zu prüfen"],["dc.notes.submitter","Najko"],["dc.publisher","Lippincott Williams & Wilkins"],["dc.relation.issn","1530-0293"],["dc.relation.issn","0090-3493"],["dc.title","Bedside Selection of Positive End-Expiratory Pressure in Mild, Moderate, and Severe Acute Respiratory Distress Syndrome"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.peerReviewed","yes"],["dc.type.status","published"],["dspace.entity.type","Publication"]]
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  • 2004Journal Article
    [["dc.bibliographiccitation.firstpage","1220"],["dc.bibliographiccitation.issue","6"],["dc.bibliographiccitation.journal","Intensive Care Medicine"],["dc.bibliographiccitation.lastpage","1223"],["dc.bibliographiccitation.volume","30"],["dc.contributor.author","Neilson, A. R."],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Burchardi, Hilmar"],["dc.contributor.author","Schneider, H."],["dc.date.accessioned","2018-11-07T10:48:29Z"],["dc.date.available","2018-11-07T10:48:29Z"],["dc.date.issued","2004"],["dc.description.abstract","Objective. To evaluate LOS in developing a concept of borderline ICU LOS for a realistic reimbursement of intensive care. Design. Retrospective analysis of LOS and cost data extracted from patients' electronic records. Setting. Surgical ICU of the University Hospital Gottingen, Germany. Patients and participants. All adult ICU admissions with LOS >24 h over a 24-month period (1 January 2000 to 31 December 2001; n=1631.) Interventions. None. Measurements and results. Cluster analysis partitioned the ICU population into three homogenous groups based on ICU LOS and total direct costs: cluster 1 (n=1405; mean LOS=2.8; mean cost=e2399); cluster 2 (n=190; mean LOS=13.4; mean cost=e12,754); cluster 3 (n=36; mean LOS=34.9; mean cost=e34,173). Cost distribution between cluster 1 and clusters 2 and 3 combined was 48 vs 52%. Upper 95 percentile LOS of 6.7 allowed cluster 1 to be replaced by an LOS profile population of less than or equal to 7 days population (n=1355; 96% population and 91% total ICU cost overlap with cluster 1) representing 83% of total ICU population and 44% of total ICU costs. Stratification of >7 day population into LOS less than or >20 days (n=220; n=56) were further differentiated by mortality (11 vs 23%) and sepsis incidence (33 vs 79%). Conclusions. It may be feasible to formulate a LOS-based reimbursement scheme for ICU services in Germany based on the selection of (appropriate) patients' ICU LOS profiles."],["dc.identifier.doi","10.1007/s00134-004-2168-x"],["dc.identifier.isi","000221730300034"],["dc.identifier.pmid","14985961"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/48204"],["dc.notes.status","zu prüfen"],["dc.notes.submitter","Najko"],["dc.publisher","Springer"],["dc.relation.issn","0342-4642"],["dc.title","A new concept for DRG-based reimbursement of services in German intensive care units: results of a pilot study"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.peerReviewed","yes"],["dc.type.status","published"],["dspace.entity.type","Publication"]]
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  • 2020Journal Article
    [["dc.bibliographiccitation.artnumber","e0284"],["dc.bibliographiccitation.firstpage","1"],["dc.bibliographiccitation.issue","11"],["dc.bibliographiccitation.journal","Critical Care Explorations"],["dc.bibliographiccitation.lastpage","5"],["dc.bibliographiccitation.volume","2"],["dc.contributor.author","Hofmann-Winkler, Heike"],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Alt-Epping, Sabine"],["dc.contributor.author","Bräuer, Anselm"],["dc.contributor.author","Büttner, Benedikt"],["dc.contributor.author","Müller, Martin"],["dc.contributor.author","Fricke, Torben"],["dc.contributor.author","Grundmann, Julian"],["dc.contributor.author","Harnisch, Lars-Olav"],["dc.contributor.author","Heise, Daniel"],["dc.contributor.author","Kernchen, Andrea"],["dc.contributor.author","Pressler, Meike"],["dc.contributor.author","Stephani, Caspar"],["dc.contributor.author","Tampe, Björn"],["dc.contributor.author","Kaul, Artur"],["dc.contributor.author","Gärtner, Sabine"],["dc.contributor.author","Kramer, Stefanie"],["dc.contributor.author","Pöhlmann, Stefan"],["dc.contributor.author","Winkler, Martin Sebastian"],["dc.date.accessioned","2020-11-27T11:23:20Z"],["dc.date.accessioned","2021-10-27T13:22:21Z"],["dc.date.available","2020-11-27T11:23:20Z"],["dc.date.available","2021-10-27T13:22:21Z"],["dc.date.issued","2020"],["dc.description.abstract","Objectives: Severe acute respiratory syndrome coronavirus 2 cell entry depends on angiotensin-converting enzyme 2 and transmembrane serine protease 2 and is blocked in cell culture by camostat mesylate, a clinically proven protease inhibitor. Whether camostat mesylate is able to lower disease burden in coronavirus disease 2019 sepsis is currently unknown. Design: Retrospective observational case series. Setting: Patient treated in ICU of University hospital Göttingen, Germany. Patients: Eleven critical ill coronavirus disease 2019 patients with organ failure were treated in ICU. Interventions: Compassionate use of camostat mesylate (six patients, camostat group) or hydroxychloroquine (five patients, hydroxychloroquine group). Measurements and Main Results: Clinical courses were assessed by Sepsis-related Organ Failure Assessment score at days 1, 3, and 8. Further, viral load, oxygenation, and inflammatory markers were determined. Sepsis-related Organ Failure Assessment score was comparable between camostat and hydroxychloroquine groups upon ICU admission. During observation, the Sepsis-related Organ Failure Assessment score decreased in the camostat group but remained elevated in the hydroxychloroquine group. The decline in disease severity in camostat mesylate treated patients was paralleled by a decline in inflammatory markers and improvement of oxygenation. Conclusions: The severity of coronavirus disease 2019 decreased upon camostat mesylate treatment within a period of 8 days and a similar effect was not observed in patients receiving hydroxychloroquine. Camostat mesylate thus warrants further evaluation within randomized clinical trials."],["dc.description.sponsorship","Open-Access-Publikationsfonds 2020"],["dc.identifier.doi","10.1097/CCE.0000000000000284"],["dc.identifier.purl","https://resolver.sub.uni-goettingen.de/purl?gs-1/17663"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/92088"],["dc.language.iso","en"],["dc.notes.intern","Migrated from goescholar"],["dc.relation.eissn","2639-8028"],["dc.relation.orgunit","Universitätsmedizin Göttingen"],["dc.rights","Goescholar"],["dc.rights.uri","https://goescholar.uni-goettingen.de/licenses"],["dc.subject.ddc","610"],["dc.title","Camostat Mesylate May Reduce Severity of Coronavirus Disease 2019 Sepsis: A First Observation"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.peerReviewed","yes"],["dc.type.version","published_version"],["dspace.entity.type","Publication"]]
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  • 2016Journal Article
    [["dc.bibliographiccitation.artnumber","36"],["dc.bibliographiccitation.journal","CRITICAL CARE"],["dc.bibliographiccitation.volume","20"],["dc.contributor.author","Fanelli, Vito"],["dc.contributor.author","Ranieri, Marco V."],["dc.contributor.author","Mancebo, Jordi"],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Quintel, Michael"],["dc.contributor.author","Morley, Scott"],["dc.contributor.author","Moran, Indalecio"],["dc.contributor.author","Parrilla, Francisco"],["dc.contributor.author","Costamagna, Andrea"],["dc.contributor.author","Gaudiosi, Marco"],["dc.contributor.author","Combes, Alain"],["dc.date.accessioned","2018-11-07T10:18:16Z"],["dc.date.available","2018-11-07T10:18:16Z"],["dc.date.issued","2016"],["dc.description.abstract","Background: Mechanical ventilation with a tidal volume (V-T) of 6 mL/kg/predicted body weight (PBW), to maintain plateau pressure (P-plat) lower than 30 cmH(2)O, does not completely avoid the risk of ventilator induced lung injury (VILI). The aim of this study was to evaluate safety and feasibility of a ventilation strategy consisting of very low VT combined with extracorporeal carbon dioxide removal (ECCO2R). Methods: In fifteen patients with moderate ARDS, VT was reduced from baseline to 4 mL/kg PBW while PEEP was increased to target a plateau pressure - (Pplat) between 23 and 25 cmH(2)O. Low-flow ECCO2R was initiated when respiratory acidosis developed (pH < 7.25, PaCO2 > 60 mmHg). Ventilation parameters (VT, respiratory rate, PEEP), respiratory compliance (C-RS), driving pressure (DeltaP = V-T/C-RS), arterial blood gases, and ECCO2R system operational characteristics were collected during the period of ultra-protective ventilation. Patients were weaned from ECCO2R when PaO2/FiO(2) was higher than 200 and could tolerate conventional ventilation settings. Complications, mortality at day 28, need for prone positioning and extracorporeal membrane oxygenation, and data on weaning from both MV and ECCO2R were also collected. Results: During the 2 h run in phase, VT reduction from baseline (6.2 mL/kg PBW) to approximately 4 mL/kg PBW caused respiratory acidosis (pH < 7.25) in all fifteen patients. At steady state, ECCO2R with an average blood flow of 435 mL/min and sweep gas flow of 10 L/min was effective at correcting pH and PaCO2 to within 10 % of baseline values. PEEP values tended to increase at V-T of 4 mL/kg from 12.2 to 14.5 cmH(2)O, but this change was not statistically significant. Driving pressure was significantly reduced during the first two days compared to baseline (from 13.9 to 11.6 cmH(2)O; p < 0.05) and there were no significant differences in the values of respiratory system compliance. Rescue therapies for life threatening hypoxemia such as prone position and ECMO were necessary in four and two patients, respectively. Only two study-related adverse events were observed (intravascular hemolysis and femoral catheter kinking). Conclusions: The low-flow ECCO2R system safely facilitates a low volume, low pressure ultra-protective mechanical ventilation strategy in patients with moderate ARDS."],["dc.description.sponsorship","ALung Technologies, Inc."],["dc.identifier.doi","10.1186/s13054-016-1211-y"],["dc.identifier.isi","000369912900002"],["dc.identifier.pmid","26861596"],["dc.identifier.purl","https://resolver.sub.uni-goettingen.de/purl?gs-1/13484"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/41401"],["dc.notes.intern","Merged from goescholar"],["dc.notes.status","zu prüfen"],["dc.notes.submitter","Najko"],["dc.publisher","Biomed Central Ltd"],["dc.relation.issn","1364-8535"],["dc.relation.issn","1466-609X"],["dc.rights","CC BY 4.0"],["dc.rights.uri","https://creativecommons.org/licenses/by/4.0"],["dc.title","Feasibility and safety of low-flow extracorporeal carbon dioxide removal to facilitate ultra-protective ventilation in patients with moderate acute respiratory distress sindrome"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.peerReviewed","yes"],["dc.type.status","published"],["dc.type.version","published_version"],["dspace.entity.type","Publication"]]
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  • 2021Journal Article
    [["dc.bibliographiccitation.firstpage","1203"],["dc.bibliographiccitation.issue","6"],["dc.bibliographiccitation.journal","Journal of Clinical Medicine"],["dc.bibliographiccitation.volume","10"],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Huber-Petersen, Jan Felix"],["dc.contributor.author","Schaeper, Joern"],["dc.contributor.author","Binder, Claudia"],["dc.contributor.author","Wand, Saskia"],["dc.date.accessioned","2021-06-01T09:42:37Z"],["dc.date.available","2021-06-01T09:42:37Z"],["dc.date.issued","2021"],["dc.description.abstract","Direct complications in patients receiving extracorporeal (veno-venous) membrane oxygenation (vvECMO) are mainly either due to bleeding or thromboembolism. We aimed to evaluate the course of routine coagulation parameters and the activity of different coagulation factors—with special focus on factor XIII (F XIII)—before, during and after vvECMO in acute respiratory distress syndrome (ARDS) patients. The activity of coagulation factors and rotational thrombelastometry were analyzed in 20 ECMO patients before (T-1) and 6 h (T0), one (T1), three (T3) and seven days (T7) after the implantation, as well as one and three days after the termination of ECMO. F XIII activity was already severely decreased to 37% (30/49) before ECMO. F XIII activity was the only coagulation factor continuously declining during vvECMO, being significantly decreased at T3 (31% (26/45) vs. 24% (18/42), p = 0.0079) and T7 (31% (26/45) vs. 23% (17/37), p = 0.0037) compared to T0. Three days after termination of vvECMO, platelet count and fibrinogen nearly doubled and factors II, V, XI and XIII showed spontaneous significant increases. Severe ARDS patients showed a considerably diminished factor XIII activity before vvECMO initiation and its activity continuously declined later on. Thus, incorporation of F XIII monitoring into the regular hemostaseologic routine during vvECMO therapy seems advisable. Due to the potential development of a hypercoagulatory state after the termination of vvECMO, tight hemostasiologic monitoring should persist in the initial phase after ECMO termination."],["dc.description.sponsorship","Fonds de dotation CSL Behring pour la recherche"],["dc.identifier.doi","10.3390/jcm10061203"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/85301"],["dc.language.iso","en"],["dc.notes.intern","DOI-Import GROB-425"],["dc.publisher","MDPI"],["dc.relation.eissn","2077-0383"],["dc.rights","https://creativecommons.org/licenses/by/4.0/"],["dc.title","Factor XIII Activity Might Already Be Impaired before Veno-Venous ECMO in ARDS Patients: A Prospective, Observational Single-Center Cohort Study"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dspace.entity.type","Publication"]]
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  • 2019Journal Article
    [["dc.bibliographiccitation.artnumber","1020"],["dc.bibliographiccitation.issue","7"],["dc.bibliographiccitation.journal","Journal of Clinical Medicine"],["dc.bibliographiccitation.volume","8"],["dc.contributor.author","Harnisch, Lars-Olav"],["dc.contributor.author","Riech, Sebastian"],["dc.contributor.author","Mueller, Marion"],["dc.contributor.author","Gramueller, Vanessa"],["dc.contributor.author","Quintel, Michael"],["dc.contributor.author","Moerer, Onnen"],["dc.date.accessioned","2019-07-16T09:02:51Z"],["dc.date.available","2019-07-16T09:02:51Z"],["dc.date.issued","2019"],["dc.description.abstract","Neurologic complications following acute respiratory distress syndrome (ARDS) are well described, however, information on the neurologic outcome regarding peripheral nervous system complications in critically ill ARDS patients, especially those who received extracorporeal membrane oxygenation (ECMO) are lacking. In this prospective observational study 28 ARDS patients who survived after ECMO or conventional nonECMO treatment were examined for neurological findings. Nine patients had findings related to cranial nerve innervation, which di ered between ECMO and nonECMO patients (p = 0.031). ECMO patients had severely increased patella tendon reflex (PTR) reflex levels (p = 0.027 vs. p = 0.125) as well as gastrocnemius tendon reflex (GTR) (p = 0.041 right, p = 0.149 left) were a ected on the right, but not on the left side presumably associated with ECMO cannulation. Paresis (14.3% of patients) was only found in the ECMO group (p = 0.067). Paresthesia was frequent (nonECMO 53.8%, ECMO 62.5%; p = 0.064), in nonECMO most frequently due to initial trauma and polyneuropathy, in the ECMO group mainly due to impairments of N. cutaneus femoris lateralis (4 vs. 0; p = 0.031). Besides well-known central neurologic complications, more subtle complications were detected by thorough clinical examination. These findings are su cient to hamper activities of daily living and impair quality of life and psychological health and are presumably directly related to ECMO therapy."],["dc.identifier.doi","10.3390/jcm8071020"],["dc.identifier.purl","https://resolver.sub.uni-goettingen.de/purl?gs-1/16283"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/61555"],["dc.language.iso","en"],["dc.notes.intern","Merged from goescholar"],["dc.publisher","MDPI"],["dc.relation.eissn","2077-0383"],["dc.relation.issn","2077-0383"],["dc.rights","CC BY 4.0"],["dc.rights.uri","https://creativecommons.org/licenses/by/4.0"],["dc.title","Longtime Neurologic Outcome of Extracorporeal Membrane Oxygenation and Non Extracorporeal Membrane Oxygenation Acute Respiratory Distress Syndrome Survivors"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.version","published_version"],["dspace.entity.type","Publication"]]
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  • 2021-08-17Journal Article Research Paper
    [["dc.bibliographiccitation.artnumber","295"],["dc.bibliographiccitation.issue","1"],["dc.bibliographiccitation.journal","Critical Care"],["dc.bibliographiccitation.volume","25"],["dc.contributor.author","Magunia, Harry"],["dc.contributor.author","Lederer, Simone"],["dc.contributor.author","Verbuecheln, Raphael"],["dc.contributor.author","Gilot, Bryant J."],["dc.contributor.author","Koeppen, Michael"],["dc.contributor.author","Haeberle, Helene A."],["dc.contributor.author","Mirakaj, Valbona"],["dc.contributor.author","Hofmann, Pascal"],["dc.contributor.author","Marx, Gernot"],["dc.contributor.author","Bickenbach, Johannes"],["dc.contributor.author","Nohe, Boris"],["dc.contributor.author","Lay, Michael"],["dc.contributor.author","Spies, Claudia"],["dc.contributor.author","Edel, Andreas"],["dc.contributor.author","Schiefenhövel, Fridtjof"],["dc.contributor.author","Rahmel, Tim"],["dc.contributor.author","Putensen, Christian"],["dc.contributor.author","Sellmann, Timur"],["dc.contributor.author","Koch, Thea"],["dc.contributor.author","Brandenburger, Timo"],["dc.contributor.author","Kindgen-Milles, Detlef"],["dc.contributor.author","Brenner, Thorsten"],["dc.contributor.author","Berger, Marc"],["dc.contributor.author","Zacharowski, Kai"],["dc.contributor.author","Adam, Elisabeth"],["dc.contributor.author","Posch, Matthias"],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Scheer, Christian S."],["dc.contributor.author","Sedding, Daniel"],["dc.contributor.author","Weigand, Markus A."],["dc.contributor.author","Fichtner, Falk"],["dc.contributor.author","Nau, Carla"],["dc.contributor.author","Prätsch, Florian"],["dc.contributor.author","Wiesmann, Thomas"],["dc.contributor.author","Koch, Christian"],["dc.contributor.author","Schneider, Gerhard"],["dc.contributor.author","Lahmer, Tobias"],["dc.contributor.author","Straub, Andreas"],["dc.contributor.author","Meiser, Andreas"],["dc.contributor.author","Weiss, Manfred"],["dc.contributor.author","Jungwirth, Bettina"],["dc.contributor.author","Wappler, Frank"],["dc.contributor.author","Meybohm, Patrick"],["dc.contributor.author","Herrmann, Johannes"],["dc.contributor.author","Malek, Nisar"],["dc.contributor.author","Kohlbacher, Oliver"],["dc.contributor.author","Biergans, Stephanie"],["dc.contributor.author","Rosenberger, Peter"],["dc.date.accessioned","2021-11-25T11:13:27Z"],["dc.date.accessioned","2022-08-18T12:40:20Z"],["dc.date.available","2021-11-25T11:13:27Z"],["dc.date.available","2022-08-18T12:40:20Z"],["dc.date.issued","2021-08-17"],["dc.date.updated","2022-07-29T12:18:15Z"],["dc.description.abstract","Abstract\r\n \r\n Background\r\n Intensive Care Resources are heavily utilized during the COVID-19 pandemic. However, risk stratification and prediction of SARS-CoV-2 patient clinical outcomes upon ICU admission remain inadequate. This study aimed to develop a machine learning model, based on retrospective & prospective clinical data, to stratify patient risk and predict ICU survival and outcomes.\r\n \r\n \r\n Methods\r\n A Germany-wide electronic registry was established to pseudonymously collect admission, therapeutic and discharge information of SARS-CoV-2 ICU patients retrospectively and prospectively. Machine learning approaches were evaluated for the accuracy and interpretability of predictions. The Explainable Boosting Machine approach was selected as the most suitable method. Individual, non-linear shape functions for predictive parameters and parameter interactions are reported.\r\n \r\n \r\n Results\r\n 1039 patients were included in the Explainable Boosting Machine model, 596 patients retrospectively collected, and 443 patients prospectively collected. The model for prediction of general ICU outcome was shown to be more reliable to predict “survival”. Age, inflammatory and thrombotic activity, and severity of ARDS at ICU admission were shown to be predictive of ICU survival. Patients’ age, pulmonary dysfunction and transfer from an external institution were predictors for ECMO therapy. The interaction of patient age with D-dimer levels on admission and creatinine levels with SOFA score without GCS were predictors for renal replacement therapy.\r\n \r\n \r\n Conclusions\r\n Using Explainable Boosting Machine analysis, we confirmed and weighed previously reported and identified novel predictors for outcome in critically ill COVID-19 patients. Using this strategy, predictive modeling of COVID-19 ICU patient outcomes can be performed overcoming the limitations of linear regression models.\r\n Trial registration “ClinicalTrials” (clinicaltrials.gov) under NCT04455451."],["dc.identifier.citation","Critical Care. 2021 Aug 17;25(1):295"],["dc.identifier.doi","10.1186/s13054-021-03720-4"],["dc.identifier.pii","3720"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/93542"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/112980"],["dc.language.iso","en"],["dc.notes.intern","DOI-Import GROB-455"],["dc.publisher","BioMed Central"],["dc.relation.eissn","1364-8535"],["dc.rights","CC BY 4.0"],["dc.rights.holder","The Author(s)"],["dc.subject","COVID-19"],["dc.subject","Critical care"],["dc.subject","ARDS"],["dc.subject","Outcome"],["dc.subject","Prognostic models"],["dc.title","Machine learning identifies ICU outcome predictors in a multicenter COVID-19 cohort"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.subtype","original_ja"],["dc.type.version","published_version"],["dspace.entity.type","Publication"]]
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  • 2013Journal Article
    [["dc.bibliographiccitation.firstpage","640"],["dc.bibliographiccitation.issue","10"],["dc.bibliographiccitation.journal","AINS - Anästhesiologie · Intensivmedizin · Notfallmedizin · Schmerztherapie"],["dc.bibliographiccitation.lastpage","647"],["dc.bibliographiccitation.volume","48"],["dc.contributor.author","Moerer, Onnen"],["dc.date.accessioned","2018-11-07T09:19:01Z"],["dc.date.available","2018-11-07T09:19:01Z"],["dc.date.issued","2013"],["dc.description.abstract","During acute respiratory failure, intubation and invasive mechanical ventilation may be life saving procedures. However, with increasing time on the ventilator, the rate of complications increases and prolonged mechanical ventilation is associated with increased morbidity, mortality and high ICU cost. Since the weaning period accounts for 40% of the overall ventilation period, optimizing weaning is mandatory to shorten mechanical ventilation. Various concepts to facilitate weaning have been proposed and there is an ongoing debate about the most effective methods. These include an early screening of weaning readiness based on established criteria, the choice of the concept of ventilation and ventilator modes, the use of weaning protocols, closed loop automated ventilation and weaning. This article describes the relevance of the different ventilator strategies that are applied during weaning from mechanical ventilation."],["dc.identifier.doi","10.1055/s-0033-1358629"],["dc.identifier.isi","000326541300011"],["dc.identifier.pmid","24193691"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/28538"],["dc.notes.status","zu prüfen"],["dc.notes.submitter","Najko"],["dc.publisher","Georg Thieme Verlag Kg"],["dc.relation.issn","1439-1074"],["dc.relation.issn","0939-2661"],["dc.title","Weaning off Respirators Which Procedures are suitable"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.peerReviewed","yes"],["dc.type.status","published"],["dspace.entity.type","Publication"]]
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  • 2015Journal Article
    [["dc.bibliographiccitation.artnumber","33"],["dc.bibliographiccitation.journal","Annals of Clinical Microbiology and Antimicrobials"],["dc.bibliographiccitation.volume","14"],["dc.contributor.author","Kunze, Nils"],["dc.contributor.author","Moerer, Onnen"],["dc.contributor.author","Steinmetz, Nicolas"],["dc.contributor.author","Schulze, M. H."],["dc.contributor.author","Quintel, Michael"],["dc.contributor.author","Perl, Thorsten"],["dc.date.accessioned","2018-11-07T09:55:53Z"],["dc.date.available","2018-11-07T09:55:53Z"],["dc.date.issued","2015"],["dc.description.abstract","Background: The early beginning of an adequate antibiotic therapy is crucial in hospital-acquired pneumonia (HAP), but depends on the results of conventional microbiological diagnostics (cMD). It was the aim of this study to evaluate the performance and turnaround times of a new point-of-care multiplex polymerase chain reaction (mPCR) system for rapid identification of pathogens and antibiotic resistance markers. We assessed the applicability of the system under real-life conditions in critical ill patients with HAP. Methods: We enrolled forty critical ill patients with clinical signs for HAP into an observational study. Two samples of respiratory secretions were collected during one course of aspiration and cMD and mPCR testing (Unyvero, Curetis AG, Holzgerlingen, Germany) were performed immediately. The mPCR device was operated as a point-of-care system at the intensive care unit. We compared turnaround times, results of pathogen identification and results of antibiotic resistance testing of both methods. Results: Mean turnaround times (min-max) were 6.5 h (4.7-18.3 h) for multiplex PCR and 71 h (37.2-217.8 h) for conventional microbiology (final cMD results, incomplete results neglected). 60 % (n = 24) of the mPCR tests were completely valid. Complete test failure occurred in 10 % (n = 4) and partial test failure occurred in 30 % (n = 12). We found concordant results in 45 % (n = 18) and non-concordant results in 45 % (n = 18) of all patients. 55 % (n = 16) of the results were concordant in patients with a clinical pulmonary infection score (CPIS) > 5 (n = 29). Concordant results included three cases of multidrug resistant bacteria. MPCR frequently detected antibiotic resistance markers that were not found by cMD. Conclusions: Unyvero allowed point-of-care microbial testing with short turnaround times. The performance of the system was poor. However, an improved system with a more reliable performance and an extended microbial panel could be a useful addition to cMD in intensive care medicine."],["dc.description.sponsorship","Open-Access-Publikationsfonds 2015"],["dc.identifier.doi","10.1186/s12941-015-0091-3"],["dc.identifier.isi","000356592600001"],["dc.identifier.pmid","26071191"],["dc.identifier.purl","https://resolver.sub.uni-goettingen.de/purl?gs-1/13460"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/36848"],["dc.notes.intern","Merged from goescholar"],["dc.notes.status","zu prüfen"],["dc.notes.submitter","Najko"],["dc.publisher","Biomed Central Ltd"],["dc.relation.issn","1476-0711"],["dc.rights","CC BY 4.0"],["dc.rights.uri","https://creativecommons.org/licenses/by/4.0"],["dc.title","Point-of-care multiplex PCR promises short turnaround times for microbial testing in hospital-acquired pneumonia - an observational pilot study in critical ill patients"],["dc.type","journal_article"],["dc.type.internalPublication","yes"],["dc.type.peerReviewed","yes"],["dc.type.status","published"],["dc.type.version","published_version"],["dspace.entity.type","Publication"]]
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