Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Persoonlijk profiel
Speerpunten
My research focusses on the bioinformatic analysis of high dimensional data (such as genetic data and imaging data) by applying various statistical and machine learning methods to gain better understanding of complex and multifactorial cardiovascular diseases.
My ongoing projects include identification of new markers for cardiovascular diseases and related traits as well as construction of processing and analysis pipelines for cardiac imaging data from large scale population cohorts.
Besides research activities, I currently serve on the board of Regional Student Group (RSG) Netherlands of the International Society of Computational Biology (ISCB) and on student committee for the organization of the new Summer School ‘Data Science and AI in Health’ offered by the University Medical Centre Groningen (UMCG) in 2021.
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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Hybridizing machine learning in survival analysis of cardiac PET/CT imaging
Juarez-Orozco, L. E., Niemi, M., Yeung, M. W., Benjamins, J. W., Maaniitty, T., Teuho, J., Saraste, A., Knuuti, J., van der Harst, P. & Klén, R., 1-sep.-2023, (E-pub ahead of print) In: Journal of Nuclear Cardiology. 10 blz.Onderzoeksoutput › Academic › peer review
Open AccessBestand4 Downloads (Pure) -
Selecting cardiac magnetic resonance images suitable for annotation of pulmonary arteries using an active-learning based deep learning model
van der Veen, W., Benjamins, J-W., Yeung, M. W. & van der Harst, P., 19-sep.-2023, In: Scientific Reports. 13, 9 blz., 15478.Onderzoeksoutput › Academic › peer review
Open AccessBestand5 Downloads (Pure) -
Artificial intelligence for the vasculome
Juarez Orozco, L., Yeung, M. W., Benjamins, J-W., Kazemzadeh, F., Hora de Carvalho, G. & van der Harst, P., 11-jun.-2022, The Vasculome : From Many, One. Galis, Z. S. (redactie). 1 redactie San Diego: Academic Press, blz. 229-236 8 blz.Onderzoeksoutput › Academic
Open AccessBestand1 Citaat (Scopus)19 Downloads (Pure) -
Artificial Intelligence to Improve Risk Prediction with Nuclear Cardiac Studies
Juarez-Orozco, L. E., Klén, R., Niemi, M., Ruijsink, B., Daquarti, G., van Es, R., Benjamins, J-W., Yeung, M. W., van der Harst, P. & Knuuti, J., apr.-2022, In: Current cardiology reports. 24, blz. 307–316 10 blz.Onderzoeksoutput › peer review
Open AccessBestand5 Citaten (Scopus)50 Downloads (Pure) -
Genomic insights in ascending aortic size and distensibility
Benjamins, J. W., Yeung, M. W., Vegte, Y. J. V. D., Said, M. A., van der Linden, T., Ties, D., Juarez-Orozco, L. E., Verweij, N. & Harst, P. V. D., 3-jan.-2022, In: EBioMedicine. 75, 18 blz., 103783.Onderzoeksoutput › Academic › peer review
Open AccessBestand10 Citaten (Scopus)65 Downloads (Pure)