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Burkhardt Funk

Leuphana University Luneburg

25H-index
194Paper Count
2.5KCitation Count
Published Papers 28
Publication Date
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The promise and challenges of computer mouse trajectories in DMHIs - A feasibility study on pre-treatment dropout predictions
errINTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH
IF4.1
err2025-06-01
err0
errOAAI
errZantvoort, Kirsten; Matthiesen, Jennifer J.; Bjurner, Pontus; Bendix, Marie; Brefeld, Ulf; Funk, Burkhardt; Kaldo, Viktor
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Estimation of minimal data sets sizes for machine learning predictions in digital mental health interventions
errNPJ DIGITAL MEDICINE
IF15.1
err2024-12-18
err0
errOAAI
errZantvoort, Kirsten; Nacke, Barbara; Goerlich, Dennis; Hornstein, Silvan; Jacobi, Corinna; Funk, Burkhardt
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errSave
A Universal Digital Stress Management Intervention for Employees:Randomized Controlled Trial with Health-Economic Evaluation
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2024-10-22
err0
errOAAI
errFreund, Johanna; Smit, Filip; Lehr, Dirk; Zarski, Anna-Carlotta; Berking, Matthias; Riper, Heleen; Funk, Burkhardt; Ebert, David Daniel; Buntrock, Claudia
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errSave
Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review
errBIOLOGICAL PSYCHIATRY
IF9
err2024-10-01
err1
errOAAI
errCiharova, Marketa; Amarti, Khadicha; van Breda, Ward; Peng, Xianhua; Lorente-Catala, Rosa; Funk, Burkhardt; Hoogendoorn, Mark; Koutsouleris, Nikolaos; Fusar-Poli, Paolo; Karyotaki, Eirini; Cuijpers, Pim; Riper, Heleen
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Finding the Best Match - a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions
errJOURNAL OF HEALTHCARE INFORMATICS RESEARCH
IF3.7
err2023-09-18
err8
errOAAI
errZantvoort, Kirsten; Scharfenberger, Jonas; Boss, Leif; Lehr, Dirk; Funk, Burkhardt
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errSave
Understanding the first-offer conundrum: How buyer offers impact sale price and impasse risk in 26 million eBay negotiations
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2023-08-01
err3
errOAAI
errSchweinsberg, Martin; Petrowsky, Hannes M.; Funk, Burkhardt; Loschelder, David D.
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errSave
Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms
errFRONTIERS IN DIGITAL HEALTH
IF3.8
err2023-05-22
err35
errOAAI
errHornstein, Silvan; Zantvoort, Kirsten; Lueken, Ulrike; Funk, Burkhardt; Hilbert, Kevin
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errSave
Digital guided self-help for eating disorders: thematic analysis of participant text messages to coaches
erreating disorders
IF3.5
err2022-09-30
err3
errOAAI
errSadeh-Sharvit, Shiri; Idan, Orly; Fowler, Lauren A.; Fitzsimmons-Craft, Ellen E.; Firebaugh, Marie-Laure; Smith, Arielle; Graham, Andrea K.; Goel, Neha J.; Flatt, Rachael E.; Balantekin, Katherine N.; Monterubio, Grace E.; Karam, Anna M.; Funk, Burkhardt; Trockel, Mickey T.; Wilfley, Denise E.; Taylor, C. Barr
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Effectiveness and Moderators of an Internet-Based Mobile-Supported Stress Management Intervention as a Universal Prevention Approach: Randomized Controlled Trial
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2021-12-22
err13
errOAAI
errEbert, David Daniel; Franke, Marvin; Zarski, Anna-Carlotta; Berking, Matthias; Riper, Heleen; Cuijpers, Pim; Funk, Burkhardt; Lehr, Dirk
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errSave
Modeling the Quarter-Vehicle: Use of Passive Sensor Data for Road Condition Monitoring
errIEEE SENSORS JOURNAL
IF4.5
err2021-07-15
err6
PREAI
errKortmann, Felix; Horstkoetter, Julin; Warnecke, Alexander; Meier, Nicolas; Heger, Jens; Funk, Burkhardt; Drews, Paul
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errSave
Quality and Adoption of COVID-19 Tracing Apps and Recommendations for Development: Systematic Interdisciplinary Review of European Apps
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2021-06-02
err34
errOAAI
errKahnbach, Leonie; Lehr, Dirk; Brandenburger, Jessica; Mallwitz, Tim; Jent, Sophie; Hannibal, Sandy; Funk, Burkhardt; Janneck, Monique
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errSave
Evaluating a Hybrid Web-Based Training Program for Panic Disorder and Agoraphobia: Randomized Controlled Trial
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2021-03-04
err16
errOAAI
errEbenfeld, Lara; Lehr, Dirk; Ebert, David Daniel; Stegemann, Stefan Kleine; Riper, Heleen; Funk, Burkhardt; Berking, Matthias
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errSave
Developing a Process for the Analysis of User Journeys and the Prediction of Dropout in Digital Health Interventions: Machine Learning Approach
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2020-10-28
err20
errOAAI
errBremer, Vincent; Chow, Philip, I; Funk, Burkhardt; Thorndike, Frances P.; Ritterband, Lee M.
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errSave
A mobile application for panic disorder and agoraphobia: Insights from a multi-methods feasibility study
errINTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH
IF4.1
err2020-03-01
err18
errOAAI
errEbenfeld, Lara; Stegemann, Stefan Kleine; Lehr, Dirk; Ebert, David Daniel; Funk, Burkhardt; Riper, Heleen; Berking, Matthias
errShare
errSave
A Framework for Applying Natural Language Processing in Digital Health Interventions
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2020-02-19
err28
errOAAI
errFunk, Burkhardt; Sadeh-Sharvit, Shiri; Fitzsimmons-Craft, Ellen E.; Trockel, Mickey Todd; Monterubio, Grace E.; Goel, Neha J.; Balantekin, Katherine N.; Eichen, Dawn M.; Flatt, Rachael E.; Firebaugh, Marie-Laure; Jacobi, Corinna; Graham, Andrea K.; Hoogendoorn, Mark; Wilfley, Denise E.; Taylor, C. Barr
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errSave
Evaluation of a temporal causal model for predicting the mood of clients in an online therapy
errEVIDENCE-BASED MENTAL HEALTH
IF11.4
err2020-02-11
err2
errOAAI
errBecker, Dennis; Bremer, Vincent; Funk, Burkhardt; Hoogendoorn, Mark; Rocha, Artur; Riper, Heleen
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errSave
Economic Evaluation of an Internet-Based Stress Management Intervention Alongside a Randomized Controlled Trial
errJMIR MENTAL HEALTH
IF5.8
err2019-05-15
err13
errOAAI
errKaehlke, Fanny; Buntrock, Claudia; Smit, Filip; Berking, Matthias; Lehr, Dirk; Heber, Elena; Funk, Burkhardt; Riper, Heleen; Ebert, David Daniel
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errSave
Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2018-08-21
err26
errOAAI
errBremer, Vincent; Becker, Dennis; Kolovos, Spyros; Funk, Burkhardt; van Breda, Ward; Hoogendoorn, Mark; Riper, Heleen
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errSave
Predictive modeling in e-mental health: A common language framework
errINTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH
IF4.1
err2018-06-01
err22
errOAAI
errBecker, Dennis; van Breda, Ward; Funk, Burkhardt; Hoogendoorn, Mark; Ruwaard, Jeroen; Riper, Heleen
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errSave
Predicting therapy success for treatment as usual and blended treatment in the domain of depression
errINTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH
IF4.1
err2018-06-01
err15
errOAAI
errvan Breda, Ward; Bremer, Vincent; Becker, Dennis; Hoogendoorn, Mark; Funk, Burkhardt; Ruwaard, Jeroen; Riper, Heleen
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errSave

Research Directions

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Co-authors
Cooperation Journals
P
Pim Cuijpers
H-index: 186 · Papers: 1.6K
G
Gerhard Andersson
H-index: 150 · Papers: 1.7K
P
Paolo Fusar‐Poli
H-index: 119 · Papers: 939
C
C. Barr Taylor
H-index: 117 · Papers: 745
G
Gavin Andrews
H-index: 113 · Papers: 588
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