Knak A., Roheger M., Wulff A. Challenges in Daily Computerized Assessment of Cognitive Functions of Post-COVID Patientes, 2024 Aug 22, doi: 10.3233/SHTI240815 

Hoogestraat A., Wulff A. A Vision on User-Centered Implementation and Evaluation of Explainable AI for Predicting Hospital-Onset Bacteremia, 2024 Aug 22, doi: 10.3233/SHTI240525 

Marschollek M., Marquet M., Reinoso Schiller N., Naim J., Aghdassi S., Behnke M., Ehrenberg S., von Landesberger T., Misailovski M., Prasser F., Scherag A., Schlueter D., Wulff A., RISK PRINCIPE Study Group; Pletz M., Scheithauer S., Automated surveillance and risk prediction with the aim of risk-stratified infection control and prevention (RISK PRINCIPE), 2024 May 16, doi: 10.1007/s00103-100024-03882-w

Das P., Wiese L., Mast M., Böhnke J., Wulff A., Marschollek M., Bode L., Rathert H., Jack T., Schammer S., Beerbaum P., Rübsam N., Karch A., Groszweski-Anders C., Haller A., Frank T., An attention-based bidirectional LSTM-CNN architecture for the early prediction of sepsis, 2024 May 18, doi: 10.1007/s41060-024-00568-z

Archambault D., McGee F., Reinoso-Schiller N., von Landesberger T., Scheithauer S.; Wulff A., Dagstuhl Reports, Volume 14, Issue 2, 3 Overview of Talks, 3.8 Pandemics: A case in point for Big Data, 2024 Jul 30, doi: 10.4230DagRep.14.2

Coldewey C, Klausen A, Otto-Sobotka F, Röhrig R, Lipprandt M. Usability of Automated External Defibrillators: A Randomized, Comparative Simulator Study, International Journal of Human–Computer Interaction,. 2023 Oct 08. doi: 10.1080/10447318.2023.2260973

Bode L, Mast M, Rathert H, Elise Study Group, Jack T, Wulff A. Achieving Interoperable Datasets in Pediatrics: A Data Integration Approach. Stud Health Technol Inform. 2023 Jun 29;305:327-330. doi: 10.3233/SHTI230496. PMID: 37387030.

Biermann P, Infection Control Study Group, Wulff A. An open source solution for smart infection control based on an interoperability standard. Abstract/Software Demonstration. Conference on Medical Informatics Europe 2023. Stockholm, Sweden. 24.05.2023, available at: https://invitepeople.com/public/events/edd1776c4a/seminars/dab7b1dab6

Klausen A, Stanke K, Wulff A. Improving Emergency Service Quality and Patient Safety Through the Use of Cross-Sectoral Digital Feedback Systems - An Overview. Stud Health Technol Inform. 2023 May 2;301:156-161. doi: 10.3233/SHTI230032. PMID: 37172173.

Tute E, Mast M, Wulff A. Targeted Data Quality Analysis for a Clinical Decision Support System for SIRS Detection in Critically Ill Pediatric Patients. Methods Inf Med. 2023 Jun;62(S 01):e1-e9. doi: 10.1055/s-0042-1760238. Epub 2023 Jan 11. PMID: 36630987; PMCID: PMC10306443.

Böhnke J, Rübsamen N, Mast M, Rathert H; ELISE Study Group; Karch A, Jack T, Wulff A. Prediction models for SIRS, sepsis and associated organ dysfunctions in paediatric intensive care: study protocol for a diagnostic test accuracy study. BMJ Paediatr Open. 2022 Oct;6(1):e001618. doi: 10.1136/bmjpo-2022-001618. PMID: 36645795; PMCID: PMC96211

Böhnke J, Varghese J; ELISE Study Group, Karch A, Rübsamen N. Systematic review identifies deficiencies in reporting of diagnostic test accuracy among clinical decision support systems. J Clin Epidemiol. 2022 Aug 17:S0895-4356(22)00191-3. doi: 10.1016/j.jclinepi.2022.08.003. Epub ahead of print. PMID: 35987404.

Bode L, Schamer S, Böhnke J, Elise Study Group, Bott O, Marschollek M, Jack T, Wulff A. Tracing the Progression of Sepsis in Critically Ill Children: Clinical Decision Support for Detection of Hematologic Dysfunction. Appl Clin Inform. 2022 Sep 26. doi: 10.1055/a-1950-9637. Epub ahead of print. PMID: 36162433.

Wulff A, Mast M, Bode L, Rathert H, Jack T; Elise Study Group. Towards an Evolutionary Open Pediatric Intensive Care Dataset in the ELISE Project. Stud Health Technol Inform. 2022 Jun 29;295:100-103. doi: 10.3233/SHTI220670. PMID: 35773816.

Mast M, Marschollek M, Jack T, Wulff A; Elise Study Group. Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data. Stud Health Technol Inform. 2022 Jan 14;289:228-231. doi: 10.3233/SHTI210901 . PMID: 35062134 .

Wulff A, Biermann P, von Landesberger T, Baumgartl T, Schmidt C, Yussef Alhaji A, Schick K, Waldstein P, Zhu Y, HiGHmed Infection Control Study Group, Krefting D, Scheithauer S, Marschollek M. Tracing COVID-19 infection chains within healthcare institutions - Another brick in the wall against SARS-CoV-2. Stud Health Technol Inform. 2022 Jun 6;290:699-703. doi: 10.3233/SHTI220168. PMID: 35673107

Hamacher K, Kussel T, von Landesberger T, Baumgartl T, Höhn M, Scheithauer S, Marschollek M, Wulff A. Fallzahlen, Re-Identifikation und der technische Datenschutz. Ein Aspekt der SARS-CoV-2-Pandemie. DuD Datenschutz und Datensicherheit. 2022;3:143-8. doi: 10.1007/s11623-022-1579-6

Wulff A, Bode L, Mast M, Ein wissensbasiertes, interoperables Entscheidungsunterstützungssystem für die pädiatrische Intensivmedizin. mdi medizin://dokumentation/informatik/informationsmanagement/. 2022;3:85-87. German.

Klausen, Andreas; Klausen, Andrea Diana; Seeger, Insa; Wulff, Antje. Development and evaluation of a descriptive quantitative free text analysis approach for deployment documentation using Visual Basic for Applications. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS) 2022

Tute E, Ganapathy N, Wulff A. A data driven learning approach for the assessment of data quality. BMC Med Inform Decis Mak. 2021 Nov 1;21(1):302. doi: 10.1186/s12911-021-01656-x. PMID: 34724930

Wulff A, Montag S, Rübsamen N, Dziuba F, Marschollek M, Beerbaum P, Karch A, Jack T. Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children. BMC Med Inform Decis Mak. 2021 Feb 18;21(1):62. doi: 10.1186/s12911-021-01428-7. PubMed PMID: 33602206

Wulff A, Baier C, Ballout S, Tute E, Sommer KK, Kaase M, Sargeant A, Drenkhahn C, Infection Control Study Group, Schlüter D, Marschollek M, Scheithauer S. Transformation of microbiology data into a standardised data representation using OpenEHR. Sci Rep. 2021 May 18;11(1):10556. doi: 10.1038/s41598-021-89796-y PubMed PMID: 34006956

Wulff A, Biermann P, von Landesberger T, Baumgartl T, Schmidt C, Yussef Alhaji A, Schick K, Waldstein P, Zhu Y, HiGHmed Infection Control Study Group, Krefting D, Scheithauer S, Marschollek M. A Smart Infection Control System for COVID-19 Infections in Hospitals. Conference on 66. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS) 2021 (forthcoming)

Seeger, Insa; Klausen, Andreas; Thate, Stefan; Flake, Frank; Peters, Oliver; Rempe, Walter; Peter, Michael; Scheinichen, Frank; Günther, Ulf; Röhrig, Rainer, Gemeindenotfallsanitäter als innovatives Einsatzmittel in der Notfallversorgung–erste Ergebnisse einer Beobachtungsstudie. Notfall+ Rettungsmedizin, 2021, 24(3), 194-202. doi:10.1007/s10049-020-00715-6

Klausen, Andreas; Coldewey, Beatrice; Otto-Sobotka, Fabian; Röhrig, Rainer; Lipprandt, Myriam. Gebrauchstauglichkeit von Automatisierten Externen Defibrillatoren (AED): Eine randomisierte, zweiarmige Simulatorstudie (Ease4Life). Conference on 66. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS) 2021. doi: 10.3205/20gmds205

Seeger, I.; Klausen, A.; Thate, S.; Flake, F.; Peters, O.; Rempe, W.; Peter, M.; Scheinichen, F.; Guenther, U.; Roehrig, R. Gemeindenotfallsanitäter als innovatives Einsatzmittel in der Notfallversorgung – erste Ergebnisse einer Beobachtungsstudie. Notfall + Rettungsmedizin 2021,24:194-202 doi: 10.1007/s10049-020-00715-6

Wulff A, Mast M, Hassler M, Montag S, Marschollek M, Jack T. Designing an openEHR-Based Pipeline for Extracting and Standardizing Unstructured Clinical Data Using Natural Language Processing. Methods Inf Med. 2020 Dec;59(S 02):e64-e78. doi: 10.1055/s-0040-1716403.

Wulff A, Ballout S, Gietzelt M, Marschollek M, Scheithauer S, and the HiGHmed infection control study group. A Report on Data Modelling for Infection Control in HiGHmed. Conference on Digital ID2020 Digitalization and Infectious Diseases: Improving patient outcome in the age of big data. doi: 10.13140/RG.2.2.30690.89281

Haarbrandt B, Wulff A, Baier C, Schlüter D, Biermann P, Landesberger T von, et al. Mit KIS-Daten gegen COVID-19. E-HEALTH-COM. 2020;5:22-25. German.

Lipprandt, M.; Klausen, A.; Alvarez-Castillo, C.; Bosch, S.; Weyland, A.; Roehrig, R. Systematic failure analysis of critical incidents caused by kinked flow measurement cables from transport ventilators. ANASTHESIOLOGIE & INTENSIVMEDIZIN 2020,61:76-84

M. Grau, C. Mathys, M. Zwaan, A. Wißmann, S. Simka, J. Pinn, S. Amin, J. Schnabel, O. Eldergash, B. Schmuck, T. Schütz, A. Klausen, R. Thomas. Zwingende Notwendigkeit von Röntgenschutzbrillen bei komplexen Gefäßinterventionen Vorläufige Ergebnisse einer multizentrischen, multidisziplinären Studie. Conference IROS Salzburg 2020

Wulff A*, Montag S*, Marschollek M, Jack T. Clinical Decision-Support Systems for Detection of Systemic Inflammatory Response Syndrome, Sepsis, and Septic Shock in Critically Ill Patients: A Systematic Review. Methods Inf Med. 2019;58(S 02):e43-e57. doi: 10.1055/s-0039-1695717. PubMed PMID: 31499571.

Wulff A, Montag S, Steiner B, Marschollek M, Beerbaum P, Karch A, et al. CADDIE2-evaluation of a clinical decision-support system for early detection of systemic inflammatory response syndrome in paediatric intensive care: Study protocol for a diagnostic study. BMJ Open. 2019;9(6):e028953. doi: 10.1136/bmjopen-2019-028953. PubMed PMID: 31221891.

Wulff A, Sommer KK, Ballout S; HiGHmed Consortium, Haarbrandt B, Gietzelt M. A Report on Archetype Modelling in a Nationwide Data Infrastructure Project. Stud Health Technol Inform. 2019;258:146-150. doi:10.3233/978-1-61499-959-1-146. PubMed PMID: 30942733.

Tute E, Wulff A, Marschollek M, Gietzelt M. Clinical Information Model Based Data Quality Checks: Theory and Example. Stud Health Technol Inform. 2019;258:80-84. doi: doi:10.3233/978-1-61499-959-1-80. PubMed PMID: 30942719.

Bönisch C*, Sargeant A*, Wulff A, Parciak M, Bauer CR, Sax U. FAIRness of openEHR Archetypes and Templates. In: Proceedings of the 12^th International SWAT4HCLS Conference: Semantic Web Applications and Tools for Health Care and Life Sciences; 2019 Dec 9-12; Edinburgh, Scotland; provisional proceedings.

Sargeant A, von Landesberger T, Baier C, Bange F, Dalpke A, Eckmanns T, Glöckner S, Kaase M, Krause G, Marschollek M, Malone B, Niepert M, Rey S, Wulff A, Consortium H, Scheithauer S. Early Detection of Infection Chains & Outbreaks: Use Case Infection Control [abstract]. Stud Health Technol Inform. 2019;258:245-246. PMID: 30942759.

Klausen, Andreas; Röhrig, Rainer; Lipprandt, Myriam. Feasibility of Three Head Mounted Eye-Tracker in Anesthesia: A Feasibility Study. Stud Health Technol Inform. 2019,264:1238-1242 doi: 10.3233/SHTI190424 PMID: 31438123

Wulff A, Haarbrandt B, Tute E, Marschollek M, Beerbaum P, Jack T. An interoperable clinical decision-support system for early detection of SIRS in pediatric intensive care using openEHR. Artif Intell Med. 2018;89:10-23. doi:10.1016/j.artmed.2018.04.012 PubMed PMID: 29753616.

Wulff A, Marschollek M. Learning Healthcare Systems in Pediatrics: Cross-Institutional and Data-Driven Decision-Support for Intensive Care Environments (CADDIE). Stud Health Technol Inform. 2018;251:109-12. doi: 10.3233/978-1-61499-880-8-109. PubMed PMID: 29968614.

Wulff A, Haarbrandt B, Marschollek M. Clinical Knowledge Governance Framework for Nationwide Data Infrastructure Projects. Stud Health Technol Inform. 2018;248:196-203. doi: 10.3233/978-1-61499-858-7-196.  PubMed PMID: 29726437.

Hechtel N, Wulff A, Marschollek M. Assessment of Decision Models for Hybrid Approaches. Stud Health Technol Inform. 2018;255:180-184. doi: 10.3233/978-1-61499-921-8-180. PubMed PMID: 30306932.

Wulff A, Mast M, Marschollek M. Automatisierte Extraktion entscheidungsrelevanter Informationen aus Anamneseberichten der pädiatrischen Intensivmedizin. Conference on 63. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS). doi: 10.3205/18gmds024. German.

Breckner A, Kiss S, Wulff A, Katzensteiner M, Bott OJ. Herleitung von openEHR-Archetypen im Kontext von Abstoßungsdiagnostik nach Nierentransplantation (HAKAN). Conference on 63. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS). doi: 10.3205/18gmds177. German.

Haarbrandt B, Wulff A. Offen in Europa. E-HEALTH-COM. 2018;5:14-18. German.

Haarbrandt B, Wulff A, Garde S, Boscà D. openEHR und ISO EN 13606 - Ein Vergleich. E- HEALTH-COM. 2018;6:2-5. German.

Lins, Christian; Klausen, Andreas; Fudickar, Sebastian J. F.; Hellmers, Sandra; Lipprandt, Myriam; Röhrig, Rainer; Hein, Andreas. Determining Cardiopulmonary Resuscitation Parameters with Differential Evolution Optimization of Sinusoidal Curves

Lins, Christian; Eckhoff, Daniel; Klausen, Andreas; Hellmers, Sandra; Hein, Andreas; Fudickar, Sebastian. Cardiopulmonary Resuscitation Quality Parameters from Motion Capture Data using Differential Evolution Fitting of Sinusoids. Applied Soft Computing 2019, 79:300-309 doi: 10.1016/j.asoc.2019.03.023

Lins, Christian; Klausen, Andreas; Hellmers, Sandra; Eckhoff, Daniel; Hein, Andreas; Fudickar, Sebastian. Cardiopulmonary Resuscitation Quality Parameters from Inertial Sensor Data using Differential Evolution Fitting of Sinusoids. CoRR

Lins, Christian; Klausen, Andreas; Hellmers, Sandra; Hein, Andreas; Fudickar, Sebastian. Staying Alive-CPR Quality Parameters from Wrist-worn Inertial Sensor Data with Evolutionary Fitted Sinusoidal Models. arXiv 2019 doi: 10.48550/arXiv.1809.07692

Thomas, Rohit Philip; Kowald, Tobias; Schmuck, Bernhard; Eldergash, Osama; Klausen, Andreas; Dikov, Valentin; Easo, Jerry; Chavan, Ajay. Retrospective evaluation of percutaneous access for TEVAR and EVAR: time to make it the standard approach? RöFo 2017,4:347-355 doi:10.1055/s-0043-101387 PMID: 28335059

Wilken, Marc; Hüske-Kraus, Dirk; Klausen, Andreas; Koch, Christian; Schlauch, Wolfgang; Röhrig, Rainer. Alarm fatigue: causes and effects Stud Health Technol and Inform 2017,243:107-111 doi:10.3233/978-1-61499-808-2-107 PMID: 28883181

Klausen, Andreas; Röhrig, Rainer; Lipprandt, Myriam. Feasibility of Eyetracking in Critical Care Environments–A Systematic Review. Stud Health Technol and Inform 2016, 228:04-608. doi:10.3233/978-1-61499-678-1-604 PMID: 27577455