Publications by authors named "Ward van Breda"

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Machine-learning detection of stress severity expressed on a continuous scale using acoustic, verbal, visual, and physiological data: lessons learned.
Marketa Ciharova, Khadicha Amarti, Ward van Breda, Martin J Gevonden, Sina Ghassemi

Front Psychiatry· June 2025

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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.
Marketa Ciharova, Khadicha Amarti, Ward van Breda, Xianhua Peng, Rosa Lorente-Català

Biol Psychiatry· October 2024

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Randomized feasibility trial of the Scleroderma Patient-centered Intervention Network hand exercise program (SPIN-HAND).
Linda Kwakkenbos, Marie-Eve Carrier, Joep Welling, Kimberly A Turner, Julie Cumin, Ward van Breda

PeerJ· January 2023

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Randomized controlled trial of an internet-based self-guided hand exercise program to improve hand function in people with systemic sclerosis: the Scleroderma Patient-centered Intervention Network Hand Exercise Program (SPIN-HAND) trial.
Linda Kwakkenbos, Marie-Eve Carrier, Joep Welling, Brooke Levis, Alexander W Levis, Ward van Breda

Trials· December 2022

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Randomized feasibility trial of the Scleroderma Patient-centered Intervention Network Self-Management (SPIN-SELF) Program.
Linda Kwakkenbos, Nora Østbø, Marie-Eve Carrier, Warren R Nielson, Claire Fedoruk, Ward van Breda

Pilot Feasibility Stud· February 2022

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The Scleroderma Patient-centered Intervention Network Self-Management (SPIN-SELF) Program: protocol for a two-arm parallel partially nested randomized controlled feasibility trial with progression to full-scale trial.
Julia Nordlund, Richard S Henry, Linda Kwakkenbos, Marie-Eve Carrier, Brooke Levis, Ward van Breda

Trials· November 2021

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The Scleroderma Patient-Centered Intervention Network Self-Management Program: Protocol for a Randomized Feasibility Trial.
Marie-Eve Carrier, Linda Kwakkenbos, Warren R Nielson, Claire Fedoruk, Karen Nielsen, Ward van Breda

JMIR Res Protoc· April 2020

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Validating Automated Sentiment Analysis of Online Cognitive Behavioral Therapy Patient Texts: An Exploratory Study.
Simon Provoost, Jeroen Ruwaard, Ward van Breda, Heleen Riper, Tibor Bosse

Front Psychol· May 2019

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Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis.
Vincent Bremer, Dennis Becker, Spyros Kolovos, Burkhardt Funk, Ward van Breda

J Med Internet Res· August 2018

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Predicting therapy success for treatment as usual and blended treatment in the domain of depression.
Ward van Breda, Vincent Bremer, Dennis Becker, Mark Hoogendoorn, Burkhardt Funk

Internet Interv· June 2018

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Predictive modeling in e-mental health: A common language framework.
Dennis Becker, Ward van Breda, Burkhardt Funk, Mark Hoogendoorn, Jeroen Ruwaard

Internet Interv· June 2018

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Assessment of temporal predictive models for health care using a formal method.
Ward van Breda, Mark Hoogendoorn, A E Eiben, Matthias Berking

Comput Biol Med· August 2017

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