Medical Statistics and decision making
Mission
To develop and apply statistical and machine learning methods for analyzing ever-larger and complex data in collaboration with epidemiological and clinical researchers.
Content
Our research focuses on developing methods for statistical modeling in clinical and epidemiological studies and analyzing large cohort data. We also develop decision analysis techniques to support benefit-risk assessments of medicines and medical decision-making. In addition to these research activities, our unit teaches statistical methods to undergraduate and postgraduate students through a range of basic and advanced courses. We provide statistical support to other researchers through the Clinical Research Office and through short- and long-term collaborations with various clinical departments in the UMCG.
Senior staff |
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Name | Function/collaboration | e-mail address | Topic |
Gerton Lunter | Full Professor, unit chair | g.a.lunter umcg.nl | Statistics and Machine Learning |
Hans Hillege | Full Professor | h.hillege umcg.nl | Clinical Epidemiology |
Sacha la Bastide | Assistant professor | s.la.bastide umcg.nl | Causal Inference |
Ofer Engel | Assistant professor | o.engel umcg.nl | Data science, Causal inference, Philosophy of science |
Douwe Postmus | Assistant professor | d.postmus umcg.nl | Medical decision making |
Kata Tamasi | Statistical Consultant | k.tamasi umcg.nl | Medical Statistics |
Hylke Donker | Postdoc | h.c.donker umcg.nl | Machine learning for fibrosis and pulmonary diseases |
PhD fellows | Collaboration | ||
Dorien Neijzen | Dept. of Psychiatry | d.neijzen umcg.nl |
Unsupervised learning in cohort data |
Guiyou Yang | Dept. of Obstetrics and Gynaecology | g.yang01 umcg.nl |
Clinical decision making with prediction models |
Wenbo Zhang | ICU department | w.zhang01 umcg.nl |
prediction models for ICU patients, GWAS studies |
Qian Zou | q.zou umcg.nl | Lifestyle patterns and health outcomes |
Last modified: | 12 August 2024 12.36 p.m. |