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

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

Publikováno v: Computer Methods and Programs in Biomedicine, 225:107042. ELSEVIER IRELAND LTD

Background and Objectives 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET) combined with principal component analysis (PCA) has been applied to identify disease-related brain patterns in neurodegenerative disorders such as Parkinson’

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5cd62cc088a960d142382e1683262424
https://doi.org/10.1016/j.cmpb.2022.107042

Prognostic value of psychosocial factors for first and recurrent hospitalizations and mortality in heart failure patients: insights from the OPERA-HF study

Autor: Pierpaolo Pellicori, Ioanna Sokoreli, Syed Kazmi, Andrew L. Clark, Ewout W. Steyerberg, Gert-Jan de Vries, Aleksandra Tesanovic, John G.F. Cleland, Steffen Pauws, Jarno Riistama

Publikováno v: European Journal of Heart Failure. 20:689-696

Aims: Psychosocial factors are rarely collected in studies investigating the prognosis of patients with heart failure (HF), and only time to first event is commonly reported. We investigated the prognostic value of psychosocial factors for predicting

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8f05db02b745e006d8274838e9616b38
https://doi.org/10.1002/ejhf.1112

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

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

Publikováno v: Studies in health technology and informatics. 245

The aim of this work is to share our experience in relevant data extraction from a hospital information system in preparation for a research study using process mining techniques. The steps performed were: research definition, mapping the normative p

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::70eab6d00a84aa97e7c8bed2b016ce97
https://pubmed.ncbi.nlm.nih.gov/29295156

Employing Personal Health Records for Population Health Management

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

Publikováno v: ICT Innovations 2014 ISBN: 9783319098784
ICT Innovations

Linking various sources of medical data provides a wealth of data to researchers. Trends in society, however, have raised privacy concerns, leading to an increasing awareness of the value of data and data ownership. Personal Health Records address th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ba66db95425daad8b4c3a6843807abd7
https://doi.org/10.1007/978-3-319-09879-1_7

Machines outperform laypersons in recognizing emotions elicited by autobiographical recollection

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

Publikováno v: Human-Computer Interaction, 28, 479-517
Human-computer interaction, 28(6), 479-517. Taylor & Francis
Human-Computer Interaction, 28(6), 479-517. Taylor and Francis Ltd.
Human-Computer Interaction, 28, 6, pp. 479-517
Human-Computer Interaction, 6, 28, 479-517

Item does not contain fulltext Over the last decade, an increasing number of studies have focused on automated recognition of human emotions by machines. However, performances of machine emotion recognition studies are difficult to interpret because

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7fe7c4c402477c19179748d38e5692a7
https://doi.org/10.1080/07370024.2012.755421