Search

Your search keyword '"Bohn, Andreas"' showing total 442 results
Start Over Author "Bohn, Andreas"
442 results on '"Bohn, Andreas"'

3. Accelerometry-based classification of circulatory states during out-of-hospital cardiac arrest

Author

Kern, Wolfgang J., Orlob, Simon, Bohn, Andreas, Toller, Wolfgang, Wnent, Jan, Gräsner, Jan-Thorsten, and Holler, Martin

Subjects
Electrical Engineering and Systems Science - Signal Processing, Computer Science - Machine Learning, J.3
Abstract

Objective: Exploit accelerometry data for an automatic, reliable, and prompt detection of spontaneous circulation during cardiac arrest, as this is both vital for patient survival and practically challenging. Methods: We developed a machine learning algorithm to automatically predict the circulatory state during cardiopulmonary resuscitation from 4-second-long snippets of accelerometry and electrocardiogram (ECG) data from pauses of chest compressions of real-world defibrillator records. The algorithm was trained based on 422 cases from the German Resuscitation Registry, for which ground truth labels were created by a manual annotation of physicians. It uses a kernelized Support Vector Machine classifier based on 49 features, which partially reflect the correlation between accelerometry and electrocardiogram data. Results: Evaluating 50 different test-training data splits, the proposed algorithm exhibits a balanced accuracy of 81.2%, a sensitivity of 80.6%, and a specificity of 81.8%, whereas using only ECG leads to a balanced accuracy of 76.5%, a sensitivity of 80.2%, and a specificity of 72.8%. Conclusion: The first method employing accelerometry for pulse/no-pulse decision yields a significant increase in performance compared to single ECG-signal usage. Significance: This shows that accelerometry provides relevant information for pulse/no-pulse decisions. In application, such an algorithm may be used to simplify retrospective annotation for quality management and, moreover, to support clinicians to assess circulatory state during cardiac arrest treatment., Comment: 12 pages, 7 figures

Published
2022
Full Text
View/download PDF

21. EuReCa ONE⿿27 Nations, ONE Europe, ONE Registry: A prospective one month analysis of out-of-hospital cardiac arrest outcomes in 27 countries in Europe

Author

Kaufmann, Marc, Thaler, Markus, Maier, Martin, Prause, Gerhard, Trimmel, Helmut, de Longueville, Diane, Preseau, Thierry, Biarent, Dominique, Melot, Christian, Mpotos, Nicolas, Monsieurs, Koen, Van de Voorde, Patrick, Vanhove, Marie, Lievens, Pascale, Faniel, Mathias, Keleuva, Slobodanka, Lazarevic, Milan, Ujevic, Radmila Majhen, Devcic, Mato, Bardak, Branka, Barisic, Fabijan, Anticevic, Silvija Hunyadi, Georgiou, Marios, Truhláſ, Anatolij, Knor, Jiſí, Smržová, Eva, Sviták, Roman, Šín, Robin, Mokrejš, Petr, Lippert, Freddy K., Hallikainen, Juhana, Hoikka, Marko, Iirola, Timo, Jama, Timo, Jäntti, Helena, Jokisalo, Raimo, Jousi, Milla, Kirves, Hetti, Kuisma, Markku, Laine, Jukka, Länkimäki, Sami, Loikas, Petri, Lund, Vesa, Määttä, Teuvo, Nal, Heini, Niemelä, Heimo, Portaankorva, Petra, Pylkkänen, Marko, Sainio, Marko, Setälä, Piritta, Tervo, Jerry, Väyrynen, Taneli, Murgue, Davy, Champenois, Anne, Fournier, Marc, Meyran, Daniel, Tabary, Romain, Avondo, Aurélie, Gelin, Gelin, Simonnet, Bruno, Joly, Marc, Megy-Michoux, Isabelle, Paringaux, Xavier, Duffait, Yves, Vial, Michael, Segard, Julien, Narcisse, Sophie, Hamban, David, Hennache, Jonathan, Thiriez, Sylvain, Doukhan, Mathieu, Vanderstraeten, Carine, Morel, Jean-Charles, Majour, Gilles, Michenet, Corinne, Tritsch, Laurent, Dubesset, Marc, Peguet, Olivier, Pinero, David, Guillaumee, Fréderic, Fuster, Patrick, Ciacala, Jean-François, Jardel, Benoît, Letarnec, Jean-Yves, Goes, Frank, Gosset, Pierre, Vergne, Muriel, Bar, Christian, Branche, Fabienne, Prineau, Stevens, Lagadec, Steven, Cornaglia, Carole, Ursat, Cécile, Bertrand, Philippe, Agostinucci, Jean-Marc, Nadiras, Pierre, de Linares, Géraldine Gonzales, Jacob, Line, Revaux, François, Pernot, Thomas, Roudiak, Nathalie, Ricard-Hibon, Agnès, Villain-Coquet, Laurent, Beckers, Stefan, Hanff, Thomas, Strickmann, Bernd, Wiegand, Nicolai, Wilke, Petra, Sues, Harald, Bogatzki, Stefan, Baumeier, Wolfgang, Pohl, Kai, Werner, Bert, Fischer, Hans, Zeng, Torsten, Popp, Erik, Günther, Andreas, Hochberg, Andreas, Lechleuthner, Alex, Schewe, Jens-Christian, Lemke, Hans, Wranze-Bielefeld, Erich, Bohn, Andreas, Roessler, Markus, Naujoks, Frank, Sensen, Frank, Esser, Torben, Fischer, Matthias, Messelken, Martin, Rose, Christopher, Schlüter, Gabriele, Lotz, Wolfgang, Corzilius, Michael, Muth, Claus-Martin, Diepenseifen, Christian, Tauchmann, Björn, Birkholz, Torsten, Flemming, Andreas, Herrmann, Stefanie, Kreimeier, Uwe, Kill, Clemens, Marx, Frank, Schröder, Ralph, Lenz, Wolfgang, Botini, Glykeria, Grigorios, Barakos, Giannakoudakis, Nikolaos, Zervopoulos, Michail, Papangelis, Dimitrios, Petropoulou-Papanastasiou, Sofia, Liaskos, Themistoklis, Papanikolaou, Spyridon, Karabinis, Andreas, Zentay, Attila, ÿorsteinsson, Hólmgeir, Gilsdóttir, Anna, Birgisson, Svavar A., Guðmundsson, Fjölnir Freyr, Hreiðarsson, Hallgrímur, ÿrnason, Björgvin, Hermannsson, Hermann, Björnsson, Gísli, Friðriksson, Brynjar ÿór, Baldursson, Gunnar, Höskuldsson, ÿrmann, Valgarðsdottir, Jórunn, ÿsmundardóttir, Matthildur, Guðmundsson, Guðmundur, Kristjánsson, Hjörtur, ÿórarinsson, Eyþór Rúnar, Guðlaugsson, Jón, Skarphéðinsson, Sigurður, Peratoner, Alberto, Santarelli, Andrea, Sabetta, Cesare, Gordini, Giovanni, Sesana, Giovanni, Giudici, Riccardo, Savastano, Simone, Pellis, Tommaso, Beissel, Jean, Uhrig, Jean, Manderscheid, Tom, Klop, Marco, Stammet, Pascal, Koch, Marc, Welter, Philippe, Schuman, Robert, Bruins, Wendy, Amin, Hesam, Braa, Nina, Bratland, Staale, Buanes, Eirik Alnes, Draegni, Tomas, Johnsen, Knut Roar, Mathisen, Wenche Torunn, Oedegaarden, Terje, Oppedal, Marie, Reksten, Alf Stolt-Nielsen, Roedsand, Mats Eirik, Steen-Hansen, Jon Erik, Dyrda, Marta, Frejlich, Anna, MaciĿg, Sſawomir, Osadnik, Sonia, Weryk, Ireneusz, Mendonça, Eugénio, Freitas, Carlos, Cruz, Pinto, Caldeira, Carmo, Barros, José, Vale, Luis, Brazão, António, Jardim, Nuno, Rocha, Fernanda, Duarte, Ricardo, Fernandes, Nicodemos, Ramos, Pedro, Jardim, Margarida, Reis, Miguel, Ribeiro, Romulo, Zenha, Sérgio, Fernandes, Jorge, Francisco, Juan, Assis, David, Abreu, Fernanda, Freitas, Dinarte, Ribeiro, Leonardo, Azevedo, Paulo, Calafatinho, Débora, Jardim, Rui, Pestana, Aleixo, Faria, Rui, Oprita, Bogdan, Grasu, Alis, Nedelea, Paul, Sovar, Sorina, Agapi, Florin, KliĿkoviĿ, Aleksandar, LaziĿ, Aleksandra, NikoliĿ, Bogdan, Zivanovic, Bogdan, MartinoviĿ, Branislav, MilenkoviĿ, Dušan, Damir, HuseinoviĿ, Koprivica, Jovanka, JakšiĿ, Kornelija Horvat, Pajor, Margit, MiliĿ, Saša, VidoviĿ, Mirko, Glamoclija, Radojka Petrovic, Andjelic, Sladjana, Sladjana, Vlajovic, BabiĿ, Zlatko, Fišer, Zlatko, Androvic, Peter, Bajerovska, Lubica, Chabron, Miroslav, Dobias, Viliam, Havlikova, Eva, Horanova, Bozena, Kratochvilova, Renata, Kubova, Dana, Murgas, Jan, Patras, Juraj, Simak, Ladislav, Snarskij, Vladimir, Zaviaticova, Zuzana, Zuffova, Marcela, Roig, Francesc Escalada, Santos, Luis Sánchez, Sucunza, Alfredo Echarri, Cordero Torres, Juan A., Muñoz, Guadalupe Inza, del Valle, Marta Martínez, Rozalen, Isabel Ceniceros, Sánchez, Enrique Martín, Berlanga, María Victoria Raúl Canabal, Olalde, Karlos Ibarguren, Ruiz Azpiazu, José I., García-Ochoa, María José, López-Navarro, Rafael Zoyo, Adsuar Quesada, José M., Cortés Ramas, José A., Mellado Vergel, Francisco J., López Messa, Juan B., del Valle, Patricia Fernández, Anselmi, Luciano, Benvenuti, Breganzona Claudio, Batey, Nigel, Ambulance, Yorkshire, Booth, Scott, Bucher, Patricia, Deakin, Charles D., Duckett, Jay, Ji, Chen, Loughlin, Nancy, Lumley-Holmes, Jenny, Lynde, Jessica, Mersom, Frank, Ramsey, Carly, Robinson, Clare, Spaight, Robert, Dosanjh, Sukhdeep, Virdi, Gurkamal, Whittington, Andrew, Gräsner, Jan-Thorsten, Lefering, Rolf, Koster, Rudolph W., Masterson, Siobhán, Böttiger, Bernd W., Herlitz, Johan, Wnent, Jan, Tjelmeland, Ingvild B.M., Ortiz, Fernando Rosell, Maurer, Holger, Baubin, Michael, Mols, Pierre, HadžibegoviĿ, Irzal, Ioannides, Marios, Škulec, Roman, Wissenberg, Mads, Salo, Ari, Hubert, Hervé, Nikolaou, Nikolaos I., Lóczi, Gerda, Svavarsdóttir, Hildigunnur, Semeraro, Federico, Wright, Peter J., Clarens, Carlo, Pijls, Ruud, Cebula, Grzegorz, Correia, Vitor Gouveia, Cimpoesu, Diana, Raffay, Violetta, Trenkler, Stefan, Markota, Andrej, Strömsöe, Anneli, Burkart, Roman, Perkins, Gavin D., and Bossaert, Leo L.

Published
2016
Full Text
View/download PDF

41. Alarmierungskriterien für den nichttraumatologischen Schockraum – erstes Resümee nach Einführung definitiver Kriterien (V2iSiOn-Kriterien) in Münster.

Author

Köhnke, Richard, Rovas, Alexandros, de Goede, Eva, Leschowski, Niklas, Bohn, Andreas, Michael, Mark, Bernhard, Michael, and Kümpers, Philipp

Abstract

Copyright of Notfall & Rettungsmedizin is the property of Springer Nature and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2023
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results