Iven Van Mechelen
Overview
Explore the profile of Iven Van Mechelen including associated specialties, affiliations and a list of published articles.
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664
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Recent Articles
1.
Estimating optimal decision trees for treatment assignment: The case of K > 2 treatment alternatives
Sies A, Doove L, Meers K, Dusseldorp E, Van Mechelen I
Behav Res Methods
. 2024 Aug;
56(8):8259-8268.
PMID: 39164562
For many problems in clinical practice, multiple treatment alternatives are available. Given data from a randomized controlled trial or an observational study, an important challenge is to estimate an optimal...
2.
Tran T, Abad A, Verbeke G, Molenberghs G, Van Mechelen I
Biom J
. 2023 Sep;
65(8):e2200285.
PMID: 37736675
In many areas, applied researchers as well as practitioners have to choose between different solutions for a problem at hand; this calls for optimal decision rules to settle the choices...
3.
Sies A, Van Mechelen I
Stat Med
. 2019 Aug;
38(25):4925-4938.
PMID: 31424128
When multiple treatment alternatives are available for a disease, an obvious question is which alternative is most effective for which patient. One may address this question by searching for optimal...
4.
Sies A, Demyttenaere K, Van Mechelen I
J Biopharm Stat
. 2019 Feb;
29(3):491-507.
PMID: 30794033
Precision medicine, in the sense of tailoring the choice of medical treatment to patients' pretreatment characteristics, is nowadays gaining a lot of attention. Preferably, this tailoring should be realized in...
5.
Resibois M, Rotge J, Delaveau P, Kuppens P, Van Mechelen I, Fossati P, et al.
PLoS One
. 2018 Nov;
13(11):e0206889.
PMID: 30399153
Emotions unfold over time with episodes differing in explosiveness (i.e., profiles having a steep vs. a gentle start) and accumulation (i.e., profiles increasing over time vs. going back to baseline)....
6.
Sies A, Van Mechelen I
Int J Biostat
. 2017 May;
13(1).
PMID: 28525350
When multiple treatment alternatives are available for a certain psychological or medical problem, an important challenge is to find an optimal treatment regime, which specifies for each patient the most...
7.
Resibois M, Verduyn P, Delaveau P, Rotge J, Kuppens P, Van Mechelen I, et al.
Soc Cogn Affect Neurosci
. 2017 Apr;
12(8):1261-1271.
PMID: 28402478
According to theories of emotion dynamics, emotions unfold across two phases in which different types of processes come to the fore: emotion onset and emotion offset. Differences in onset-bound processes...
8.
Resibois M, Kalokerinos E, Verleysen G, Kuppens P, Van Mechelen I, Fossati P, et al.
Cogn Emot
. 2017 Mar;
32(2):259-274.
PMID: 28278734
Intensity profiles of emotional experience over time have been found to differ primarily in explosiveness (i.e. whether the profile has a steep vs. a gentle start) and accumulation (i.e. whether...
9.
Wilderjans T, Vande Gaer E, Kiers H, Van Mechelen I, Ceulemans E
Psychometrika
. 2016 Dec;
82(1):86-111.
PMID: 27905056
In the behavioral sciences, many research questions pertain to a regression problem in that one wants to predict a criterion on the basis of a number of predictors. Although in...
10.
Formanoy M, Dusseldorp E, Coffeng J, Van Mechelen I, Boot C, Hendriksen I, et al.
BMC Public Health
. 2016 Aug;
16(1):866.
PMID: 27557813
Background: To recover from work stress, a worksite health program aimed at improving physical activity and relaxation may be valuable. However, not every program is effective for all participants, as...