Gert-Jan de Vries

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 8

Top Topics

Neurodegenerative Diseases

Structured Sparse Learning

Emotion Classification

Top Venues

Comput. Methods Programs Biomed.

Artif. Intell. Medicine

Publications

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
Subspace corrected relevance learning with application in neuroimaging. Artif. Intell. Medicine 149 (2024)
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
FDG-PET combined with learning vector quantization allows classification of neurodegenerative diseases and reveals the trajectory of idiopathic REM sleep behavior disorder. Comput. Methods Programs Biomed. 225 (2022)
Rick van Veen, Michael Biehl, Gert-Jan de Vries
sklvq: Scikit Learning Vector Quantization. J. Mach. Learn. Res. 22 (2021)
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
An application of generalized matrix learning vector quantization in neuroimaging. Comput. Methods Programs Biomed. 197 (2020)
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
Analysis and Optimization of a Sepsis Clinical Pathway Using Process Mining. Business Process Management Workshops (2019)
Ricardo Alfredo Quintano Neira, Gert-Jan de Vries, Jennifer Caffarel, Erin Stretton
Extraction of Data from a Hospital Information System to Perform Process Mining. MedInfo (2017)
Gert-Jan de Vries, Ricardo Alfredo Quintano Neira, Gijs Geleijnse, Prabhakar M. Dixit, Bruno Franco Mazza
Towards Process Mining of EMR Data - Case Study for Sepsis Management. HEALTHINF (2017)
Sreejita Ghosh, Elizabeth Sarah Baranowski, Rick van Veen, Gert-Jan de Vries, Michael Biehl, Wiebke Arlt, Peter Tiño, Kerstin Bunte
Comparison of strategies to learn from imbalanced classes for computer aided diagnosis of inborn steroidogenic disorders. ESANN (2017)
Gert-Jan de Vries, Steffen C. Pauws, Michael Biehl
Insightful stress detection from physiology modalities using Learning Vector Quantization. Neurocomputing 151 (2015)
Gert-Jan de Vries, Steffen Pauws, Michael Biehl
Facial Expression Recognition Using Learning Vector Quantization. CAIP (2) (2015)
Gert-Jan de Vries, Paul Lemmens, Dirk Brokken, Steffen Pauws, Michael Biehl
Towards Emotion Classification Using Appraisal Modeling. Int. J. Synth. Emot. 6 (1) (2015)
Ana Kostadinovska, Gert-Jan de Vries, Gijs Geleijnse, Katerina Zdravkova
Employing Personal Health Records for Population Health Management. ICT Innovations (2014)
Joris H. Janssen, Paul Tacken, Gert-Jan de Vries, Egon L. van den Broek, Joyce H. D. M. Westerink, Pim Haselager, Wijnand A. IJsselsteijn
Machines Outperform Laypersons in Recognizing Emotions Elicited by Autobiographical Recollection. Hum. Comput. Interact. 28 (6) (2013)
Joris H. Janssen, Wijnand A. IJsselsteijn, Joyce H. D. M. Westerink, Paul Tacken, Gert-Jan de Vries
The Tell-Tale Heart: Perceived Emotional Intensity of Heartbeats. Int. J. Synth. Emot. 4 (1) (2013)
Igor J. Berezhnoy, Gert-Jan de Vries, Tim Weysen, Jonce Dimov, Gary Garcia Molina
Towards Unobtrusive Automated Sleep Stage Classification - Polysomnography using Electrodes on the Face. HEALTHINF (2012)
Gert-Jan de Vries, Marjolein D. van der Zwaag
Enhanced Method for Robust Mood Extraction from Skin Conductance. BIOSIGNALS (2010)
Farnaz Zangouei, Mohammad Ali Babazadeh Gashti, Kristina Höök, Tim Tijs, Gert-Jan de Vries, Joyce H. D. M. Westerink
How to stay in the emotional rollercoaster: lessons learnt from designing EmRoll. NordiCHI (2010)
Paul Lemmens, Floris Crompvoets, Dirk Brokken, Jack van den Eerenbeemd, Gert-Jan de Vries
A body-conforming tactile jacket to enrich movie viewing. WHC (2009)
Gert-Jan de Vries, Michael Biehl
Analysis of Robust Soft Learning Vector Quantization and an application to Facial Expression Recognition. Similarity-based learning on structures (2009)
Joyce H. D. M. Westerink, Martin Ouwerkerk, Gert-Jan de Vries, S. de Waele, Jack van den Eerenbeemd, M. van Boven
Emotion measurement platform for daily life situations. ACII (2009)
Gert-Jan de Vries, Paul Lemmens, Dirk Brokken
Same or different? Recollection of or empathizing with an emotional event from the perspective of appraisal models. ACII (2009)