Gert-Jan de Vries

According to our database, Gert-Jan de Vries authored at least 24 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Subspace corrected relevance learning with application in neuroimaging.

Rick van Veen, Neha Rajendra Bari Tamboli, Sofie Lövdal, Sanne K. Meles, Remco J. Renken, Gert-Jan de Vries, Dario Arnaldi, Silvia Morbelli, Pedro Clavero, José A. Obeso, Maria C. Rodriguez Oroz, Klaus Leonard Leenders, Thomas Villmann, Michael Biehl

Artif. Intell. Medicine, 2024

2022

FDG-PET combined with learning vector quantization allows classification of neurodegenerative diseases and reveals the trajectory of idiopathic REM sleep behavior disorder.

Rick van Veen, Sanne K. Meles, Remco J. Renken, Fransje E. Reesink, Wolfgang H. Oertel, Annette Janzen, Gert-Jan de Vries, Klaus Leonard Leenders, Michael Biehl

Comput. Methods Programs Biomed., 2022

2021

sklvq: Scikit Learning Vector Quantization.

Rick van Veen, Michael Biehl, Gert-Jan de Vries

J. Mach. Learn. Res., 2021

2020

An application of generalized matrix learning vector quantization in neuroimaging.

Rick van Veen, Vita Gurvits, Rosalie V. Kogan, Sanne K. Meles, Gert-Jan de Vries, Remco J. Renken, Maria C. Rodriguez-Oroz, Rafael Rodriguez-Rojas, Dario Arnaldi, Stefano Raffa, Bauke M. de Jong, Klaus Leonard Leenders, Michael Biehl

Comput. Methods Programs Biomed., 2020

2019

Analysis and Optimization of a Sepsis Clinical Pathway Using Process Mining.

Ricardo Alfredo Quintano Neira, Bart Franciscus Antonius Hompes, Gert-Jan de Vries, Bruno Franco Mazza, Samantha L. Simões de Almeida, Erin Stretton, Joos C. A. M. Buijs, Silvio Hamacher

Proceedings of the Business Process Management Workshops, 2019

2018

Machine Learning Based Analysis of FDG-PET Image Data for the Diagnosis of Neurodegenerative Diseases.

Rick van Veen, Lidia Talavera-Martínez, Rosalie V. Kogan, Sanne K. Meles, Deborah Mudali, Jos B. T. M. Roerdink, Federico Massa, M. Grazzini, Jose A. Obeso, Maria C. Rodriguez-Oroz, Klaus Leonard Leenders, Remco J. Renken, J. J. G. de Vries, Michael Biehl

Proceedings of the Applications of Intelligent Systems, 2018

2017

Extraction of Data from a Hospital Information System to Perform Process Mining.

Ricardo Alfredo Quintano Neira, Gert-Jan de Vries, Jennifer Caffarel, Erin Stretton

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders.

Sreejita Ghosh, Elizabeth Sarah Baranowski, Rick van Veen, Gert-Jan de Vries, Michael Biehl, Wiebke Arlt, Peter Tiño, Kerstin Bunte

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

Towards Process Mining of EMR Data - Case Study for Sepsis Management.

Gert-Jan de Vries, Ricardo Alfredo Quintano Neira, Gijs Geleijnse, Prabhakar M. Dixit, Bruno Franco Mazza

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2015

Towards Emotion Classification Using Appraisal Modeling.

Gert-Jan de Vries, Paul Lemmens, Dirk Brokken, Steffen Pauws, Michael Biehl

Int. J. Synth. Emot., 2015

Insightful stress detection from physiology modalities using Learning Vector Quantization.

Gert-Jan de Vries, Steffen C. Pauws, Michael Biehl

Neurocomputing, 2015

Facial Expression Recognition Using Learning Vector Quantization.

Gert-Jan de Vries, Steffen Pauws, Michael Biehl

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

Employing Personal Health Records for Population Health Management.

Ana Kostadinovska, Gert-Jan de Vries, Gijs Geleijnse, Katerina Zdravkova

Proceedings of the ICT Innovations 2014, 2014

2013

The Tell-Tale Heart: Perceived Emotional Intensity of Heartbeats.

Joris H. Janssen, Wijnand A. IJsselsteijn, Joyce H. D. M. Westerink, Paul Tacken, Gert-Jan de Vries

Int. J. Synth. Emot., 2013

Machines Outperform Laypersons in Recognizing Emotions Elicited by Autobiographical Recollection.

Joris H. Janssen, Paul Tacken, Gert-Jan de Vries, Egon L. van den Broek, Joyce H. D. M. Westerink, Pim Haselager, Wijnand A. IJsselsteijn

Hum. Comput. Interact., 2013

Heart Failure Risk Models and Their Readiness for Clinical Practice.

J. J. G. de Vries, Gijs Geleijnse, Aleksandra Tesanovic, Ramon van de Ven

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

2012

Towards Unobtrusive Automated Sleep Stage Classification - Polysomnography using Electrodes on the Face.

Igor J. Berezhnoy, Gert-Jan de Vries, Tim Weysen, Jonce Dimov, Gary Garcia Molina

Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

2010

Window-Based Example Selection in Learning Vector Quantization.

Aree Witoelar, Anarta Ghosh, J. J. G. de Vries, Barbara Hammer, Michael Biehl

Neural Comput., 2010

How to stay in the emotional rollercoaster: lessons learnt from designing EmRoll.

Farnaz Zangouei, Mohammad Ali Babazadeh Gashti, Kristina Höök, Tim Tijs, Gert-Jan de Vries, Joyce H. D. M. Westerink

Proceedings of the 6th Nordic Conference on Human-Computer Interaction 2010, 2010

Enhanced Method for Robust Mood Extraction from Skin Conductance.

Gert-Jan de Vries, Marjolein D. van der Zwaag

Proceedings of the BIOSIGNALS 2010, 2010

2009

A body-conforming tactile jacket to enrich movie viewing.

Paul Lemmens, Floris Crompvoets, Dirk Brokken, Jack van den Eerenbeemd, Gert-Jan de Vries

Proceedings of the World Haptics 2009, 2009

Analysis of Robust Soft Learning Vector Quantization and an application to Facial Expression Recognition.

Gert-Jan de Vries, Michael Biehl

Proceedings of the Similarity-based learning on structures, 15.02. - 20.02.2009, 2009

Emotion measurement platform for daily life situations.

Joyce H. D. M. Westerink, Martin Ouwerkerk, Gert-Jan de Vries, S. de Waele, Jack van den Eerenbeemd, M. van Boven

Proceedings of the Affective Computing and Intelligent Interaction, 2009

Same or different? Recollection of or empathizing with an emotional event from the perspective of appraisal models.

Gert-Jan de Vries, Paul Lemmens, Dirk Brokken

Proceedings of the Affective Computing and Intelligent Interaction, 2009