Kontakt

Medizinische Hochschule Hannover
Peter L. Reichertz Institut für Medizinische Informatik
Karl-Wiechert-Allee 3
30625 Hannover
Raum: M02-03-3.14

Telefon: +49 511 532-3508
Fax: +49 511 532-19335
E-Mail: Marcel.Mast@plri.de
Marcel Mast on ResearchGate

Publikationen

Peer Reviewed:

• J. Wachenbrunner, M. Mast, J. Böhnke, L. Bode, N. Rübsamen, H. Rathert, A. Horke, A. Karch, P. Beerbaum, T. Jack, M. Böhne. (2024). Developing a Complex Rule-Based Clinical Decision Support System for Detection of Acute Kidney Injury after Pediatric Cardiac Surgery. Thorac Cardiovasc Surg 2024; 72(S 02): S69-S96. DOI: 10.1055/s-0044-1780717
• Das, P.P., Mast, M., Wiese, L., Jack, T., Wulff, A., ELISE STUDY GROUP. (2024). Algorithmic Fairness in Healthcare Data with Weighted Loss and Adversarial Learning. In: Arai, K. (eds) Intelligent Systems and Applications. IntelliSys 2023. Lecture Notes in Networks and Systems, vol 824. Springer, Cham. DOI: 10.1007/978-3-031-47715-7_18
• Mast M, Bode L, 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.
• Das, P. P., Mast, M., Wiese, L., Jack, T. & Wulf, A., (2023). Data Extraction for Associative Classification using Mined Rules in Pediatric Intensive Care Data. In: König-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (Hrsg.), BTW 2023. Gesellschaft für Informatik e.V.. DOI: 10.18420/BTW2023-67
• 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 Jan 11;. doi: 10.1055/s-0042-1760238. [Epub ahead of print] PubMed PMID: 36630987.
• Böhnke J, Rübsamen N, Mast M, Rathert H, Krach 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 Paediatrics Open 2022;6:e001618. doi:10.1136/bmjpo-2022-001618
• Mast, M, Marschollek M, Elise Study Group, Jack T, Wulff A. 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, 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.
• 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, Mast M, Marschollek M. Automatisierte Extraktion entscheidungsrelevanter Informationen aus Anamneseberichten der pädiatrischen Intensivmedizin. doi: 10.3205/18gmds024

Non-Peer Reviewed:

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

Vorträge:

• "Künstliche Intelligenz & klinische Entscheidungsunterstützung - It's a match" - 15. Arbeitstreffen der AG Kinderkardiologische Intensivmedizin, 10. und 11. November 2022.

Abschlussarbeiten