Research output per year
Research output per year
Personal profile
Short presentation
My research is about the theory and the applications of statistical methods for binary, longitudinal and time-to-event data. I participate in collaborative projects in which modern statistical methods are used to draw causal conclusions from observational studies with the aim to improve information systems and treatment options. I contribute to the ongoing development of statistical methodology and computer algorithms for studies in medicine and public health.
Primary fields of research
I am collaborating with the Danish Heart Foundation and associated research groups on registry data studies with a focus on study design and causal inference and machine learning for pharmacoepidemiology.
Keywords
- Faculty of Health and Medical Sciences
- Prediction modelling strategies
- Competing risk models
- Statistical software
- Censored data
- Event history analysis
- Statistics for Cardiology
- Register studies
- Causal inference
- Semiparametric models
- Asymptotic efficiency
- Random forests
- Machine learning
- Emacs
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
Association between mortality and phone-line waiting time for non-urgent medical care: A Danish registry-based cohort study
Mills, E. H. A., Møller, A. L., Gnesin, F., Zylyftari, N., Jensen, B., Christensen, H. C., Blomberg, S. N., Kragholm, K. H., Gislason, G., Køber, L., Gerds, T., Folke, F., Lippert, F., Torp-Pedersen, C. & Andersen, M. P., 2024, In: European Journal of Emergency Medicine. 31, 2, p. 127-135 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
-
Comparative responses to 17 different antidepressants in major depressive disorder: Results from a 2-year long-term nation-wide population-based study emulating a randomized trial
Kessing, L. V., Ziersen, S. C., Andersen, F. M., Gerds, T. & Budtz-Jørgensen, E., 2024, In: Acta Psychiatrica Scandinavica. 149, 5, p. 378-388 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
3 Citations (Scopus) -
Comparing Glucagon-like peptide-1 receptor agonists versus metformin in drug-naive patients: A nationwide cohort study
Sørensen, K. K., Gerds, T. A., Køber, L., Loldrup Fosbøl, E., Poulsen, H. E., Møller, A. L., Andersen, M. P., Pedersen-Bjergaard, U., Torp-Pedersen, C. & Zareini, B., 1 Oct 2024, In: Journal of Diabetes. 16, 10, 12 p., e70000.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Downloads (Pure) -
Estimation of separable direct and indirect effects in a continuous-time illness-death model
Breum, M. S., Munch, A., Gerds, T. A. & Martinussen, T., 2024, In: Lifetime Data Analysis. 30, p. 143–180 38 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)41 Downloads (Pure) -
Excess Risk of Mortality and Hospitalization in Patients with Heart Failure According to Age and Comorbidity - A Nationwide Register Study
Madelaire, C., Gerds, T., Køber, L., Gustafsson, F., Andersson, C., Kristensen, S. L., Butt, J. H., Zahir Anjum, D., Banke, A., Fosbøl, E. L., Gislason, G., Torp-Pedersen, C. & Schou, M., 2024, In: Clinical Epidemiology. 16, p. 631-640 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Downloads (Pure) -
Maternal age and body mass index and risk of labor dystocia after spontaneous labor onset among nulliparous women: A clinical prediction model
Nathan, N. O., Bergholt, T., Sejling, C., Ersbøll, A. S., Ekelund, K., Gerds, T. A., Gam, C. B. F., Rode, L. & Hegaard, H. K., 2024, In: PLoS ONE. 19, 9, 16 p., e0308018.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile15 Downloads (Pure) -
Overweight in childhood and consumer purchases in a Danish cohort
Sørensen, K. K., Andersen, M. P., Møller, F. T., Wiingreen, R., Broccia, M., Fosbøl, E. L., Zareini, B., Gerds, T. A. & Torp-Pedersen, C., 2024, In: PLoS ONE. 19, 3, 12 p., e0297386.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile14 Downloads (Pure) -
Potential for pulp revascularization in mature anterior teeth with lateral luxation in relation to the patient's age at the time of injury - a retrospective cohort study
Henriksen, J. S., Lauridsen, E., Jensen, S. S., Gerds, T. A. & Hermann, N. V., 2024, In: European archives of paediatric dentistry. 25, 6, p. 879-890 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile