Items where Division is "Faculty of Medicine and Health Sciences > Department of Public Health and Medical Education" and Year is 2022

A

Aston, Philip J. and Mehari, Temesgen and Bosnjakovic, Alen and Harris, Peter M. and Sundar, Ashish and Williams, Steven E. and Dössel, Olaf and Loewe, Axel and Nagel, Claudia and Strodthoff, Nils (2022) Multi-class ECG feature importance rankings: cardiologists vs. algorithms. Computing in cardiology, 49. pp. 1-4.

B

Blücher, Stefan and Vielhaben, Johanna and Strodthoff, Nils (2022) PredDiff: explanations and interactions from conditional expectations. Artificial intelligence, 312. p. 103774. ISSN 0004-3702 - 1872-7921

Bode, Louisa and Schamer, Sven and Böhnke, Julia and Bott, Oliver Johannes and Marschollek, Michael and Jack, Thomas and Wulff, Antje (2022) Tracing the progression of sepsis in critically ill children: clinical decision support for detection of hematologic dysfunction. Applied clinical informatics, 13 (5). pp. 1002-1014. ISSN 1869-0327

Böhnke, Julia and Rübsamen, Nicole and Mast, Marcel and Rathert, Henning and Karch, André and Jack, Thomas and Wulff, Antje (2022) Prediction models for SIRS, sepsis and associated organ dysfunctions in paediatric intensive care: study protocol for a diagnostic test accuracy study. BMJ paediatrics open, 6 (1). e001618. ISSN 2399-9772

Böhnke, Julia and Varghese, Julian and Bode, Louisa and Mast, Marcel and Marschollek, Michael and Schamer, Sven and Rathert, Henning and Jack, Thomas and Beerbaum, Philipp and Rübsamen, Nicole and Karch, André and Das, Pronaya Prosun and Wiese, Lena and Groszweski-Anders, Christian and Haller, Andreas and Frank, Torsten and Wulff, Antje (2022) Systematic review identifies deficiencies in reporting of diagnostic test accuracy among clinical decision support systems. Journal of clinical epidemiology, 151. pp. 171-184. ISSN 0895-4356 - 1878-5921

F

Fifelski-von Böhlen, Conrad (2022) Ein immersiv ferngesteuertes Robotersystem zur Unterstützung von Patiententransfers in der Pflege. PhD, Universität Oldenburg.

H

Hamacher, Kay and Kussel, Tobias and von Landesberger, Tatiana and Baumgartl, Tom and Höhn, Markus and Scheithauer, Simone and Marschollek, Michael and Wulff, Antje (2022) Fallzahlen, Re-Identifikation und der technische Datenschutz: ein Aspekt der SARS-CoV-2-Pandemie. Datenschutz und Datensicherheit, 46 (3). pp. 143-148. ISSN 1614-0702 - 1862-2607

Haverkamp, Wilhelm and Strodthoff, Nils and Israel, Carsten (2022) EKG-Diagnostik mit Hilfe künstlicher Intelligenz: aktueller Stand und zukünftige Perspektiven – Teil 2: Aktuelle Studienlage und Ausblick = Artificial intelligence-based ECG analysis: current status and future perspectives - part 2: recent studies and future. Herzschrittmachertherapie + Elektrophysiologie, 33 (3). pp. 305-311. ISSN 0938-7412 - 1435-1544

Haverkamp, Wilhelm and Strodthoff, Nils and Israel, Carsten (2022) EKG-Diagnostik mithilfe künstlicher Intelligenz: aktueller Stand und zukünftige Perspektiven – Teil 1: Grundlagen = Artificial intelligence-based ECG analysis: current status and future perspectives – Part 1: basic principles. Herzschrittmachertherapie + Elektrophysiologie, 33 (2). pp. 232-240. ISSN 0938-7412 - 1435-1544

J

Jack, Thomas and Wulff, Antje and Rathert, Henning and Montag, Sara and Marschollek, Michael and Beerbaum, Philipp (2022) Development of a clinical decision support system for the detection of SIRS after surgery for congenital heart disease. The thoracic and cardiovascular surgeon, 70 (S 02). p. 1. ISSN 1439-1902

K

Klausen, Andreas and Klausen, Andrea and Seeger, Insa and Wulff, Antje (2022) Development and evaluation of a descriptive quantitative free text analysis approach for deployment documentation using Visual Basic for Applications. In: 13. Jahreskongress der Technologie- und Methodenplattform für die vernetzte Medizinische Forschung e.V. (TMF), 21.08. - 25.08.2022, Online.

M

Mast, Marcel and Marschollek, Michael and Jack, Thomas and Wulff, Antje (2022) Developing a data driven approach for early detection of SIRS in pediatric intensive care using automatically labeled training data. Studies in health technology and informatics, 289. pp. 228-231. ISSN 0926-9630 - 1879-8365

Mehari, Temesgen and Strodthoff, Nils (2022) Advancing the state-of-the-art for ECG analysis through structured state space models. In: Machine Learning for Health (ML4H) symposium 2022, November 28th, 2022, New Orleans, United States & Virtual.

Mehari, Temesgen and Strodthoff, Nils (2022) Self-supervised representation learning from 12-lead ECG data. Computers in biology and medicine, 141. p. 105114. ISSN 0010-4825 - 1879-0534

Münzberg, Alexander (2022) Konzeption und Entwicklung einer Datenbasis für Gesundheits-Apps mit qualitätsgeprüften Lebensmitteldaten aus externen Quellen. PhD, Universität Oldenburg.

P

Pedron, Sara and Hanselmann, Michael and Burns, Jacob and Rich, Alexander and Peters, Annette and Heier, Margit and Schwettmann, Lars and Bor, Jacob H. and Bärnighausen, Till and Laxy, Michael (2022) The effect of population-based blood pressure screening on long-term cardiometabolic morbidity and mortality in Germany: a regression discontinuity analysis. PLoS medicine, 19 (12). e1004151. ISSN 1549-1676

S

Srinivasan, Vignesh and Strodthoff, Nils and Ma, Jackie and Binder, Alexander and Müller, Klaus-Robert and Samek, Wojciech (2022) To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy. PLOS ONE, 17 (10). e0274291. ISSN 1932-6203

W

Wagner, Patrick and Strodthoff, Nils and Wurzel, Patrick and Marban, Arturo and Scharf, Sonja and Schäfer, Hendrik and Seegerer, Philipp and Loth, Andreas and Hartmann, Sylvia and Klauschen, Frederick and Müller, Klaus-Robert and Samek, Wojciech and Hansmann, Martin-Leo (2022) New definitions of human lymphoid and follicular cell entities in lymphatic tissue by machine learning. Scientific reports, 12 (1). pp. 1-13. ISSN 2045-2322

Wulff, Antje and Biermann, Pascal and Landesberger von Antburg, Tatiana and Baumgartl, Tom and Schmidt, Christoph and Alhaji, Alan Yussef and Schick, Kristina and Waldstein, Paul and Zhu, Yufei and Krefting, Dagmar and Scheithauer, Simone and Marschollek, Michael (2022) Tracing COVID-19 infection chains within healthcare institutions: another brick in the wall against SARS-CoV-2. Studies in health technology and informatics, 290. pp. 699-703. ISSN 0926-9630 - 1879-8365

Wulff, Antje and Mast, Marcel and Bode, Louisa and Rathert, Henning and Jack, Thomas (2022) Towards an evolutionary open pediatric intensive care dataset in the ELISE project. Studies in health technology and informatics, 295. pp. 100-103. ISSN 0926-9630 - 1879-8365