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.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
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SDG 3 – Goede gezondheid en welzijn -
SDG 4 – Kwaliteitsonderwijs
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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Deep representation learning of electrocardiogram reveals biological insights in cardiac phenotypes and cardiovascular diseases
Yeung, M. W., van de Leur, R. R., Benjamins, J. W., Vessies, M. B., Ruijsink, B., Puyol-Antón, E., van Tintelen, J. P., Verweij, N., van Es, R. & van der Harst, P., 15-aug.-2025, In: Iscience. 28, 8, 14 blz., 113226.Onderzoeksoutput › Academic › peer review
Open AccessBestand21 Downloads (Pure) -
Associations of very low Lipoprotein(a) levels with risks of new-onset diabetes and non-alcoholic liver disease
Yeung, M. W., Said, M. A., van de Vegte, Y. J., Verweij, N., Dullaart, R. P. F. & van der Harst, P., sep.-2024, In: Atherosclerosis Plus. 57, blz. 19-25 7 blz.Onderzoeksoutput › Academic › peer review
Open AccessBestand10 Citaten (Scopus)96 Downloads (Pure) -
Genomic insights into cardiovascular traits from deep phenotyping of large-scale population cohorts
Yeung, M. W., 2024, [Groningen]: University of Groningen. 357 blz.Onderzoeksoutput
Open AccessBestand659 Downloads (Pure) -
MSGene: a multistate model using genetic risk and the electronic health record applied to lifetime risk of coronary artery disease
Urbut, S. M., Yeung, M. W., Khurshid, S., Cho, S. M. J., Schuermans, A., German, J., Taraszka, K., Paruchuri, K., Fahed, A. C., Ellinor, P. T., Trinquart, L., Parmigiani, G., Gusev, A. & Natarajan, P., dec.-2024, In: Nature Communications. 15, 1, 14 blz., 4884.Onderzoeksoutput › Academic › peer review
Open AccessBestand12 Citaten (Scopus)89 Downloads (Pure) -
Fetuin-A and its genetic association with cardiometabolic disease
Al Ali, L., van de Vegte, Y. J., Said, M. A., Groot, H. E., Hendriks, T., Yeung, M. W., Lipsic, E. & van der Harst, P., 6-dec.-2023, In: Scientific Reports. 13, 1, 11 blz., 21469.Onderzoeksoutput › Academic › peer review
Open AccessBestand15 Citaten (Scopus)94 Downloads (Pure)