Kasper van Mens
Overview
Explore the profile of Kasper van Mens including associated specialties, affiliations and a list of published articles.
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8
Citations
53
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Recent Articles
1.
van Oosten A, van Mens K, Blonk R, Burdorf A, Tiemens B
BMC Psychiatry
. 2023 Dec;
23(1):910.
PMID: 38053035
Background: Previous studies have shown that being employed is associated not only with patients' health but also with the outcome of their treatment for severe mental illness. This study examined...
2.
Predicting Undesired Treatment Outcomes With Machine Learning in Mental Health Care: Multisite Study
van Mens K, Lokkerbol J, Wijnen B, Janssen R, de Lange R, Tiemens B
JMIR Med Inform
. 2023 Aug;
11:e44322.
PMID: 37623374
Background: Predicting which treatment will work for which patient in mental health care remains a challenge. Objective: The aim of this multisite study was 2-fold: (1) to predict patients' response...
3.
Kirtley O, van Mens K, Hoogendoorn M, Kapur N, de Beurs D
Lancet Psychiatry
. 2022 Feb;
9(3):243-252.
PMID: 35183281
In ever more pressured health-care systems, technological solutions offering scalability of care and better resource targeting are appealing. Research on machine learning as a technique for identifying individuals at risk...
4.
van Mens K, Kwakernaak S, Janssen R, Cahn W, Lokkerbol J, Tiemens B
Adm Policy Ment Health
. 2021 Aug;
49(1):116-124.
PMID: 34463857
A mental healthcare system in which the scarce resources are equitably and efficiently allocated, benefits from a predictive model about expected service use. The skewness in service use is a...
5.
van Mens K, Elzinga E, Nielen M, Lokkerbol J, Poortvliet R, Donker G, et al.
Internet Interv
. 2020 Sep;
21:100337.
PMID: 32944503
Background: Suicidal behaviour is difficult to detect in the general practice. Machine learning (ML) algorithms using routinely collected data might support General Practitioners (GPs) in the detection of suicidal behaviour....
6.
van Mens K, de Schepper C, Wijnen B, Koldijk S, Schnack H, de Looff P, et al.
J Affect Disord
. 2020 Jun;
271:169-177.
PMID: 32479313
Background: The predictive accuracy of suicidal behaviour has not improved over the last decades. We aimed to explore the potential of machine learning to predict future suicidal behaviour using population-based...
7.
Kwakernaak S, van Mens K, Cahn W, Janssen R
Schizophr Res
. 2020 Mar;
218:166-172.
PMID: 32146025
Objective: The main goal of the study was to predict individual patients' future mental healthcare consumption, and thereby enhancing the design of an efficient demand-oriented mental healthcare system by focusing...
8.
van Mens K, Lokkerbol J, Janssen R, van Orden M, Kloos M, Tiemens B
Adm Policy Ment Health
. 2017 Dec;
45(4):530-537.
PMID: 29247271
Over the last decade, the Dutch mental healthcare system has been subject to profound policy reforms, in order to achieve affordable, accessible, and high quality care. One of the adjustments...