Improving Web-Based Treatment Intake for Multiple Mental and Substance Use Disorders by Text Mining and Machine Learning: Algorithm Development and Validation
Improving Web-Based Treatment Intake for Multiple Mental and Substance Use Disorders by Text Mining and Machine Learning: Algorithm Development and Validation
Sytske Wiegersma
1
, MSc ;
Maurice Hidajat
2
, BSc ;
Bart Schrieken
2
, MSc ;
Bernard Veldkamp
1
, Prof Dr ;
Miranda Olff
3, 4
, Prof Dr
1
Department of Research Methodology, Measurement and Data Analysis, University of Twente, Enschede, Netherlands
2
Interapy PLC, Amsterdam, Netherlands
3
Department of Psychiatry, Amsterdam University Medical Centres, location Academic Medical Centre, Amsterdam, Netherlands
4
ARQ National Psychotrauma Centre, Diemen, Netherlands
Corresponding Author:
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Sytske Wiegersma, MSc
-
Department of Research Methodology, Measurement and Data Analysis
-
University of Twente
-
PO Box 217
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Enschede, 7500 AE
-
Netherlands
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Phone:
31 53 489 3349
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Email: sytske@wiegersma.nl