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prof. dr. D.L. (Daniel) Oberski

prof. dr. D.L. (Daniel) Oberski

Full Professor
prof. dr. D.L. (Daniel) Oberski
  • Julius Center, dept. Data Science & Biostatistics

Research Programs

Circulatory Health

Biography

Biography

I hold the chair Data Science in Healthcare, with a 50/50 joint appointment at the Julius center, UMCU, and the dept of Methodology & Statistics, Utrecht University (Human Data Science group). 

At UMCU, our group works on applications of data science and machine learning techniques to improving health and healthcare. Where needed, we also develop novel methodology on the interface between (computational) stastistics, machine learning, and subject-matter expertise.

 

Side Activities

Lid Data & Methoden-klankbordgroep Sociaal-Cultureel Planbureau. 2019-heden (onbetaald)

Lid Stichting Eyra Nova scientific board. 2020-heden (onbetaald)

Research Output (12)

A Perspective on a Quality Management System for AI/ML-Based Clinical Decision Support in Hospital Care

Bartels Richard, Dudink Jeroen, Haitjema Saskia, Oberski Daniel, van ‘t Veen Annemarie 6 Jul 2022, In: Frontiers in Digital Health. 4

Life-threatening ventricular arrhythmia prediction in patients with dilated cardiomyopathy using explainable electrocardiogram-based deep neural networks

Zabihi Sammani Arjan, van de Leur Rutger R, Henkens Michiel T H M, Meine Mathias, Loh Peter, Hassink Rutger J, Oberski Daniel L, Heymans Stephane R B, Doevendans Pieter A, Asselbergs Folkert W, te Riele Anneline S J M, van Es René 1 Jun 2022, In: Europace. 24 , p. 1645-1654 10 p.

Privacy-preserving local analysis of digital trace data:A proof-of-concept

Boeschoten Laura, Mendrik Adriënne, van der Veen Emiel, Vloothuis Jeroen, Hu Haili, Voorvaart Roos, Oberski Daniel L. 11 Mar 2022, In: Patterns. 3

The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers

Giachanou Anastasia, Ghanem Bilal, Ríssola Esteban A., Rosso Paolo, Crestani Fabio, Oberski Daniel Mar 2022, In: Data and Knowledge Engineering. 138

Estimating stochastic survey response errors using the multitrait-multierror model

Cernat Alexandru, Oberski Daniel L. Jan 2022, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 185 , p. 134-155 22 p.

Flexible Extensions to Structural Equation Models Using Computation Graphs

van Kesteren Erik–Jan, Oberski Daniel L. 2022, In: Structural Equation Modeling. 29 , p. 233-247 15 p.

Automatic multilabel detection of ICD10 codes in Dutch cardiology discharge letters using neural networks

Sammani Arjan, Bagheri Ayoub, van der Heijden Peter G.M., te Riele Anneline S.J.M., Baas Annette F., Oosters C. A.J., Oberski Daniel, Asselbergs Folkert W. Dec 2021, In: NPJ DIGITAL MEDICINE. 4 , p. 37

Automatic Prediction of Recurrence of Major Cardiovascular Events:A Text Mining Study Using Chest X-Ray Reports

Bagheri Ayoub, Groenhof T Katrien J, Asselbergs Folkert W, Haitjema Saskia, Bots Michiel L, Veldhuis Wouter B, de Jong Pim A, Oberski Daniel L 9 Jul 2021, In: Journal of healthcare engineering. 2021 11 p.

Propensity score-based analysis of long-term outcome of patients on HeartWare and HeartMate 3 left ventricular assist device support

Numan Lieke, Ramjankhan Faiz Z., Oberski Daniel L., Oerlemans Martinus I.F.J., Aarts Emmeke, Gianoli Monica, Van Der Heijden Joris J., De Jonge Nicolaas, Van Der Kaaij Niels P., Meuwese Christiaan L., Mokhles Mostafa M., Oppelaar Anne Marie, De Waal Eric E.C., Asselbergs Folkert W., Van Laake Linda W. Apr 2021, In: ESC heart failure. 8 , p. 1596-1603 8 p.

ETM:Enrichment by topic modeling for automated clinical sentence classification to detect patients’ disease history

Bagheri Ayoub, Sammani Arjan, van der Heijden Peter G.M., Asselbergs Folkert W., Oberski Daniel L. 1 Oct 2020, In: Journal of Intelligent Information Systems. 55 , p. 329-349 21 p.

All research output

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