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  • 2023

    Genetic architecture of spatial electrical biomarkers for cardiac arrhythmia and relationship with cardiovascular disease

    Young, W. J., Haessler, J., Benjamins, J. W., Repetto, L., Yao, J., Isaacs, A., Harper, A. R., Ramirez, J., Garnier, S., van Duijvenboden, S., Baldassari, A. R., Concas, M. P., Duong, T. V., Foco, L., Isaksen, J. L., Mei, H., Noordam, R., Nursyifa, C., Richmond, A., Santolalla, M. L., & 74 othersSitlani, C. M., Soroush, N., Thériault, S., Trompet, S., Aeschbacher, S., Ahmadizar, F., Alonso, A., Brody, J. A., Campbell, A., Correa, A., Darbar, D., De Luca, A., Deleuze, J. F., Ellervik, C., Fuchsberger, C., Goel, A., Grace, C., Guo, X., Hansen, T., Heckbert, S. R., Jackson, R. D., Kors, J. A., Lima-Costa, M. F., Linneberg, A., Macfarlane, P. W., Morrison, A. C., Navarro, P., Porteous, D. J., Pramstaller, P. P., Reiner, A. P., Risch, L., Schotten, U., Shen, X., Sinagra, G., Soliman, E. Z., Stoll, M., Tarazona-Santos, E., Tinker, A., Trajanoska, K., Villard, E., Warren, H. R., Whitsel, E. A., Wiggins, K. L., Arking, D. E., Avery, C. L., Conen, D., Girotto, G., Grarup, N., Hayward, C., Jukema, J. W., Mook-Kanamori, D. O., Olesen, M. S., Padmanabhan, S., Psaty, B. M., Pattaro, C., Ribeiro, A. L. P., Rotter, J. I., Stricker, B. H., van der Harst, P., van Duijn, C. M., Verweij, N., Wilson, J. G., Orini, M., Charron, P., Watkins, H., Kooperberg, C., Lin, H. J., Wilson, J. F., Kanters, J. K., Sotoodehnia, N., Mifsud, B., Lambiase, P. D., Tereshchenko, L. G. & Munroe, P. B., Mar-2023, In: Nature Communications. 14, 1, 16 p., 1411.

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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., Dec-2023, In: Journal of Nuclear Cardiology. 30, 6, p. 2750-2759 10 p.

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  • 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-Sept-2023, In: Scientific Reports. 13, 9 p., 15478.

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  • 2022

    A multi-layer functional genomic analysis to understand noncoding genetic variation in lipids

    Ramdas, S., Judd, J., Graham, S. E., Kanoni, S., Wang, Y., Surakka, I., Wenz, B., Million Veterans Program, Clarke, S. L., Chesi, A., Wells, A., Bhatti, K. F., Vedantam, S., Winkler, T. W., Locke, A. E., Marouli, E., Zajac, G. J. M., Wu, K-H. H., Ntalla, I., Hui, Q., & 31 othersKlarin, D., Hilliard, A. T., Wang, Z., Xue, C., Thorleifsson, G., Helgadottir, A., Gudbjartsson, D. F., Holm, H., Olafsson, I., Hwang, M. Y., Han, S., Akiyama, M., Zhao, W., Zhao, J-H., Le, P., Verweij, N., Benjamins, J. W., Wang, Y. X., van der Most, P. J., van der Laan, S. W., Wang, J-S., Asselbergs, F. W., Oldehinkel, A. J., Snieder, H., Penninx, B., Kumari, M., van der Harst, P., Huang, W., Kim, Y. J., de Vries, P. S. & Zhu, X., 4-Aug-2022, In: American Journal of Human Genetics. 109, 8, p. 1366-1387 22 p.

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  • Genetic analyses of the electrocardiographic QT interval and its components identify additional loci and pathways

    Young, W. J., Lahrouchi, N., Isaacs, A., Duong, T. V., Foco, L., Ahmed, F., Brody, J. A., Salman, R., Noordam, R., Benjamins, J-W., Haessler, J., Lyytikäinen, L. P., Repetto, L., Concas, M. P., van den Berg, M. E., Weiss, S., Baldassari, A. R., Bartz, T. M., Cook, J. P., Evans, D. S., & 146 othersFreudling, R., Hines, O., Isaksen, J. L., Lin, H., Mei, H., Moscati, A., Müller-Nurasyid, M., Nursyifa, C., Qian, Y., Richmond, A., Roselli, C., Ryan, K. A., Tarazona-Santos, E., Thériault, S., van Duijvenboden, S., Warren, H. R., Yao, J., Raza, D., Aeschbacher, S., Ahlberg, G., Alonso, A., Andreasen, L., Bis, J. C., Boerwinkle, E., Campbell, A., Catamo, E., Cocca, M., Cutler, M. J., Darbar, D., De Grandi, A., De Luca, A., Ding, J., Ellervik, C., Ellinor, P. T., Felix, S. B., Froguel, P., Fuchsberger, C., Gögele, M., Graff, C., Graff, M., Guo, X., Hansen, T., Heckbert, S. R., Huang, P. L., Huikuri, H. V., Hutri-Kähönen, N., Ikram, M. A., Jackson, R. D., Junttila, J., Kavousi, M., Kors, J. A., Leal, T. P., Lemaitre, R. N., Lin, H. J., Lind, L., Linneberg, A., Liu, S., MacFarlane, P. W., Mangino, M., Meitinger, T., Mezzavilla, M., Mishra, P. P., Mitchell, R. N., Mononen, N., Montasser, M. E., Morrison, A. C., Nauck, M., Nauffal, V., Navarro, P., Nikus, K., Pare, G., Patton, K. K., Pelliccione, G., Pittman, A., Porteous, D. J., Pramstaller, P. P., Preuss, M. H., Raitakari, O. T., Reiner, A. P., Ribeiro, A. L. P., Rice, K. M., Risch, L., Schlessinger, D., Schotten, U., Schurmann, C., Shen, X., Shoemaker, M. B., Sinagra, G., Sinner, M. F., Soliman, E. Z., Stoll, M., Strauch, K., Tarasov, K., Taylor, K. D., Tinker, A., Trompet, S., Uitterlinden, A., Völker, U., Völzke, H., Waldenberger, M., Weng, L. C., Whitsel, E. A., Wilson, J. G., Avery, C. L., Conen, D., Correa, A., Cucca, F., Dörr, M., Gharib, S. A., Girotto, G., Grarup, N., Hayward, C., Jamshidi, Y., Järvelin, M. R., Jukema, J. W., Kääb, S., Kähönen, M., Kanters, J. K., Kooperberg, C., Lehtimäki, T., Lima-Costa, M. F., Liu, Y., Loos, R. J. F., Lubitz, S. A., Mook-Kanamori, D. O., Morris, A. P., O'Connell, J. R., Olesen, M. S., Orini, M., Padmanabhan, S., Pattaro, C., Peters, A., Psaty, B. M., Rotter, J. I., Stricker, B., van der Harst, P., van Duijn, C. M., Verweij, N., Wilson, J. F., Arking, D. E., Ramirez, J., Lambiase, P. D., Sotoodehnia, N., Mifsud, B., Newton-Cheh, C. & Munroe, P. B., 1-Sept-2022, In: Nature Communications. 13, 18 p., 5144.

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  • 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 p., 103783.

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  • Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis

    Kanoni, S., Graham, S. E., Wang, Y., Surakka, I., Ramdas, S., Zhu, X., Clarke, S. L., Bhatti, K. F., Vedantam, S., Winkler, T. W., Locke, A. E., Marouli, E., Zajac, G. J. M., Wu, K. H. H., Ntalla, I., Hui, Q., Klarin, D., Hilliard, A. T., Wang, Z., Xue, C., & 519 othersThorleifsson, G., Helgadottir, A., Gudbjartsson, D. F., Holm, H., Olafsson, I., Hwang, M. Y., Han, S., Akiyama, M., Sakaue, S., Terao, C., Kanai, M., Zhou, W., Brumpton, B. M., Rasheed, H., Havulinna, A. S., Veturi, Y., Pacheco, J. A., Rosenthal, E. A., Lingren, T., Feng, Q. P., Kullo, I. J., Narita, A., Takayama, J., Martin, H. C., Hunt, K. A., Trivedi, B., Haessler, J., Giulianini, F., Bradford, Y., Miller, J. E., Campbell, A., Lin, K., Millwood, I. Y., Rasheed, A., Hindy, G., Faul, J. D., Zhao, W., Weir, D. R., Turman, C., Huang, H., Graff, M., Choudhury, A., Sengupta, D., Mahajan, A., Brown, M. R., Zhang, W., Yu, K., Schmidt, E. M., Pandit, A., Gustafsson, S., Yin, X., Luan, J., Zhao, J. H., Matsuda, F., Jang, H. M., Yoon, K., Medina-Gomez, C., Pitsillides, A., Hottenga, J. J., Wood, A. R., Ji, Y., Gao, Z., Haworth, S., Yousri, N. A., Mitchell, R. E., Chai, J. F., Aadahl, M., Bjerregaard, A. A., Yao, J., Manichaikul, A., Hwu, C. M., Hung, Y. J., Warren, H. R., Ramirez, J., Bork-Jensen, J., Kårhus, L. L., Goel, A., Sabater-Lleal, M., Noordam, R., Mauro, P., Matteo, F., McDaid, A. F., Marques-Vidal, P., Wielscher, M., Trompet, S., Sattar, N., Møllehave, L. T., Munz, M., Zeng, L., Huang, J., Yang, B., Poveda, A., Kurbasic, A., Lamina, C., Forer, L., Scholz, M., Galesloot, T. E., Bradfield, J. P., Ruotsalainen, S. E., Daw, EW. W., Zmuda, J. M., Mitchell, J. S., Fuchsberger, C., Christensen, H., Brody, J. A., Vazquez-Moreno, M., Feitosa, M. F., Wojczynski, M. K., Wang, Z., Preuss, M. H., Mangino, M., Christofidou, P., Verweij, N., Benjamins, J. W., Engmann, J., Tsao, N. L., Verma, A., Slieker, R. C., Lo, K. S., Zilhao, N. R., Le, P., Kleber, M. E., Delgado, G. E., Huo, S., Ikeda, D. D., Iha, H., Yang, J., Liu, J., Demirkan, A., Leonard, H. L., Marten, J., Frank, M., Schmidt, B., Smyth, L. J., Cañadas-Garre, M., Wang, C., Nakatochi, M., Wong, A., Hutri-Kähönen, N., Sim, X., Xia, R., Huerta-Chagoya, A., Fernandez-Lopez, J. C., Lyssenko, V., Nongmaithem, S. S., Bayyana, S., Stringham, H. M., Irvin, M. R., Oldmeadow, C., Kim, H. N., Ryu, S., Timmers, P. R. H. J., Arbeeva, L., Dorajoo, R., Lange, L. A., Prasad, G., Lorés-Motta, L., Pauper, M., Long, J., Li, X., Theusch, E., Takeuchi, F., Spracklen, C. N., Loukola, A., Bollepalli, S., Warner, S. C., Wang, Y. X., Wei, W. B., Nutile, T., Ruggiero, D., Sung, Y. J., Chen, S., Liu, F., Yang, J., Kentistou, K. A., Banas, B., Nardone, G. G., Meidtner, K., Bielak, L. F., Smith, J. A., Hebbar, P., Farmaki, A. E., Hofer, E., Lin, M., Concas, M. P., Vaccargiu, S., van der Most, P. J., Pitkänen, N., Cade, B. E., van der Laan, S. W., Chitrala, K. N., Weiss, S., Bentley, A. R., Doumatey, A. P., Adeyemo, A. A., Lee, J. Y., Petersen, E. R. B., Nielsen, A. A., Choi, H. S., Nethander, M., Freitag-Wolf, S., Southam, L., Rayner, N. W., Wang, C. A., Lin, S. Y., Wang, J. S., Couture, C., Lyytikäinen, L. P., Nikus, K., Cuellar-Partida, G., Vestergaard, H., Hidalgo, B., Giannakopoulou, O., Cai, Q., Obura, M. O., van Setten, J., Li, X., Liang, J., Tang, H., Terzikhan, N., Shin, J. H., Jackson, R. D., Reiner, A. P., Martin, L. W., Chen, Z., Li, L., Kawaguchi, T., Thiery, J., Bis, J. C., Launer, L. J., Li, H., Nalls, M. A., Raitakari, O. T., Ichihara, S., Wild, S. H., Nelson, C. P., Campbell, H., Jäger, S., Nabika, T., Al-Mulla, F., Niinikoski, H., Braund, P. S., Kolcic, I., Kovacs, P., Giardoglou, T., Katsuya, T., de Kleijn, D., de Borst, G. J., Kim, E. K., Adams, H. H. H., Ikram, M. A., Zhu, X., Asselbergs, F. W., Kraaijeveld, A. O., Beulens, J. W. J., Shu, X. O., Rallidis, L. S., Pedersen, O., Hansen, T., Mitchell, P., Hewitt, A. W., Kähönen, M., Pérusse, L., Bouchard, C., Tönjes, A., Chen, Y. D. I., Pennell, C. E., Mori, T. A., Lieb, W., Franke, A., Ohlsson, C., Mellström, D., Cho, Y. S., Lee, H., Yuan, J. M., Koh, W. P., Rhee, S. Y., Woo, J. T., Heid, I. M., Stark, K. J., Zimmermann, M. E., Völzke, H., Homuth, G., Evans, M. K., Zonderman, A. B., Polasek, O., Pasterkamp, G., Hoefer, I. E., Redline, S., Pahkala, K., Oldehinkel, A. J., Snieder, H., Biino, G., Schmidt, R., Schmidt, H., Bandinelli, S., Dedoussis, G., Thanaraj, T. A., Kardia, S. L. R., Peyser, P. A., Kato, N., Schulze, M. B., Girotto, G., Böger, C. A., Jung, B., Joshi, P. K., Bennett, D. A., De Jager, P. L., Lu, X., Mamakou, V., Brown, M., Caulfield, M. J., Munroe, P. B., Guo, X., Ciullo, M., Jonas, J. B., Samani, N. J., Kaprio, J., Pajukanta, P., Tusié-Luna, T., Aguilar-Salinas, C. A., Adair, L. S., Bechayda, S. A., de Silva, H. J., Wickremasinghe, A. R., Krauss, R. M., Wu, J. Y., Zheng, W., Hollander, A. I., Bharadwaj, D., Correa, A., Wilson, J. G., Lind, L., Heng, C. K., Nelson, A. E., Golightly, Y. M., Wilson, J. F., Penninx, B., Kim, H. L., Attia, J., Scott, R. J., Rao, D. C., Arnett, D. K., Hunt, S. C., Walker, M., Koistinen, H. A., Chandak, G. R., Mercader, J. M., Costanzo, M. C., Jang, D., Burtt, N. P., Villalpando, C. G., Orozco, L., Fornage, M., Tai, ES. S., van Dam, R. M., Lehtimäki, T., Chaturvedi, N., Yokota, M., Liu, J., Reilly, D. F., McKnight, A. J., Kee, F., Jöckel, K. H., McCarthy, M. I., Palmer, C. N. A., Vitart, V., Hayward, C., Simonsick, E., van Duijn, C. M., Jin, Z. B., Qu, J., Hishigaki, H., Lin, X., März, W., Gudnason, V., Tardif, J. C., Lettre, G., Hart, L. M. ., Elders, P. J. M., Damrauer, S. M., Kumari, M., Kivimaki, M., van der Harst, P., Spector, T. D., Loos, R. J. F., Province, M. A., Parra, E. J., Cruz, M., Psaty, B. M., Brandslund, I., Pramstaller, P. P., Rotimi, C. N., Christensen, K., Ripatti, S., Widén, E., Hakonarson, H., Grant, S. F. A., Kiemeney, L. A. L. M., de Graaf, J., Loeffler, M., Kronenberg, F., Gu, D., Erdmann, J., Schunkert, H., Franks, P. W., Linneberg, A., Jukema, J. W., Khera, A. V., Männikkö, M., Jarvelin, M. R., Kutalik, Z., Francesco, C., Mook-Kanamori, D. O., van Dijk, K. W., Watkins, H., Strachan, D. P., Grarup, N., Sever, P., Poulter, N., Chuang, L. M., Rotter, J. I., Dantoft, T. M., Karpe, F., Neville, M. J., Timpson, N. J., Cheng, C. Y., Wong, T. Y., Khor, C. C., Li, H., Sabanayagam, C., Peters, A., Gieger, C., Hattersley, A. T., Pedersen, N. L., Magnusson, P. K. E., Boomsma, D. I., Willemsen, A. H. M., Cupples, LA. A., van Meurs, J. B. J., Ghanbari, M., Gordon-Larsen, P., Huang, W., Kim, Y. J., Tabara, Y., Wareham, N. J., Langenberg, C., Zeggini, E., Kuusisto, J., Laakso, M., Ingelsson, E., Abecasis, G., Chambers, J. C., Kooner, J. S., de Vries, P. S., Morrison, A. C., Hazelhurst, S., Ramsay, M., North, K. E., Daviglus, M., Kraft, P., Martin, N. G., Whitfield, J. B., Abbas, S., Saleheen, D., Walters, R. G., Holmes, M. V., Black, C., Smith, B. H., Baras, A., Justice, A. E., Buring, J. E., Ridker, P. M., Chasman, D. I., Kooperberg, C., Tamiya, G., Yamamoto, M., van Heel, D. A., Trembath, R. C., Wei, W. Q., Jarvik, G. P., Namjou, B., Hayes, M. G., Ritchie, M. D., Jousilahti, P., Salomaa, V., Hveem, K., Åsvold, B. O., Kubo, M., Kamatani, Y., Okada, Y., Murakami, Y., Kim, B. J., Thorsteinsdottir, U., Stefansson, K., Zhang, J., Chen, YE. E., Ho, Y. L., Lynch, J. A., Rader, D. J., Tsao, P. S., Chang, K. M., Cho, K., O’Donnell, C. J., Gaziano, J. M., Wilson, P. W. F., Frayling, T. M., Hirschhorn, J. N., Kathiresan, S., Mohlke, K. L., Sun, Y. V., Morris, A. P., Boehnke, M., Brown, C. D., Natarajan, P., Deloukas, P., Willer, C. J., Assimes, T. L. & Peloso, G. M., Dec-2022, In: Genome Biology. 23, 42 p., 268.

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  • Multi-task Deep Learning of Myocardial Blood Flow and Cardiovascular Risk Traits from PET Myocardial Perfusion Imaging

    Yeung, M. W., Benjamins, J. W., Knol, R. J. J., van der Zant, F. M., Asselbergs, F. W., van der Harst, P. & Juarez-Orozco, L. E., Dec-2022, In: Journal of Nuclear Cardiology. 29, p. 3300–3310 11 p.

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  • 2021
    23 Citations (Scopus)
    80 Downloads (Pure)
  • Improving patient identification for advanced cardiac imaging through machine learning-integration of clinical and coronary CT angiography data

    Benjamins, J. W., Yeung, M. W., Maaniitty, T., Saraste, A., Klen, R., van der Harst, P., Knuuti, J. & Juarez-Orozco, L. E., 15-Jul-2021, In: International Journal of Cardiology. 335, p. 130-136 7 p.

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  • The power of genetic diversity in genome-wide association studies of lipids

    VA Million Veteran Program, Graham, S. E., Clarke, S. L., Wu, K-H. H., Kanoni, S., Zajac, G. J. M., Ramdas, S., Surakka, I., Ntalla, I., Vedantam, S., Winkler, T. W., Locke, A. E., Marouli, E., Hwang, M. Y., Han, S., Narita, A., Choudhury, A., Bentley, A. R., Ekoru, K., Verma, A., & 31 othersTrivedi, B., Martin, H. C., Hunt, K. A., Hui, Q., Klarin, D., Zhu, X., Thorleifsson, G., Helgadottir, A., Gudbjartsson, D. F., Holm, H., Olafsson, I., Akiyama, M., Sakaue, S., Terao, C., Zhao, W., Zhao, J-H., Verweij, N., Benjamins, J. W., Le, P., Wang, Y. X., van der Most, P. J., van der Laan, S. W., Asselbergs, F. W., Oldehinkel, A. J., Snieder, H., Penninx, B., Kumari, M., van der Harst, P., Huang, W., Kim, Y. J. & de Vries, P. S., 23-Dec-2021, In: Nature. 600, p. 675-679 25 p.

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  • 2020

    The Genetic Makeup of the Electrocardiogram

    Verweij, N., Benjamins, J-W., Morley, M. P., van de Vegte, Y. J., Teumer, A., Trenkwalder, T., Reinhard, W., Cappola, T. P. & van der Harst, P., 23-Sept-2020, In: Cell systems. 11, 3, p. 229-238.e5 16 p.

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  • 2019

    Enhancing cardiovascular artificial intelligence (AI) research in the Netherlands: CVON-AI consortium

    Benjamins, J. W., van Leeuwen, K., Hofstra, L., Rienstra, M., Appelman, Y., Nijhof, W., Verlaat, B., Everts, I., den Ruijter, H. M., Isgum, I., Leiner, T., Vliegenthart, R., Asselbergs, F. W., Juarez-Orozco, L. E. & van der Harst, P., Sept-2019, In: Netherlands Heart Hournal. 27, 9, p. 414-425 12 p.

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    7 Citations (Scopus)
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