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Electrocardiogram-based mortality prediction in patients with COVID-19 using machine learning

Autor: van de Leur, R. R., Bleijendaal, H., Taha, K., Mast, T., Gho, J. M. I. H., Linschoten, M., van Rees, B., Henkens, M. T. H. M., Heymans, S., Sturkenboom, N., Tio, R. A., Offerhaus, J. A., Bor, W. L., Maarse, M., Haerkens-Arends, H. E., Kolk, M. Z. H., van der Lingen, A. C. J., Selder, J. J., Wierda, E. E., van Bergen, P. F. M. M., Winter, M. M., Zwinderman, A. H., Doevendans, P. A., van der Harst, P., Pinto, Y. M., Asselbergs, F. W., van Es, R., Tjong, F. V. Y.

Publikováno v: Netherlands Heart Journal, 30(6), 312-318. Bohn Stafleu van Loghum
Netherlands heart journal, 30(6), 312-318. Bohn Stafleu van Loghum
the CAPACITY-COVID collaborative consortium 2022, ' Electrocardiogram-based mortality prediction in patients with COVID-19 using machine learning ', Netherlands Heart Journal, vol. 30, no. 6, pp. 312-318 . https://doi.org/10.1007/s12471-022-01670-2

Background and purpose The electrocardiogram (ECG) is frequently obtained in the work-up of COVID-19 patients. So far, no study has evaluated whether ECG-based machine learning models have added value to predict in-hospital mortality specifically in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e43c0cd8031ca70983fe1c71270fc1e3
https://pubmed.ncbi.nlm.nih.gov/35301688

Why Am I Studying Design?

Autor: Baha, S.E., Koch, M.D.C., Sturkenboom, N., Price, R.A., Snelders, H.M.J.J., Boes, Stella, Cheung, Ming, Cain, Rebecca

Publikováno v: Proceedings of DRS2020 International Conference: Synergy, 4

Identity development of design students is a dynamic entanglement between personal and professional identities. Yet, literature primarily focuses on professional identity, based on institutionalized definitions of design to which students must confor

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::04c43bc2f50455589bbd4b6bf35392c7
https://doi.org/10.21606/drs.2020.386

Good Design-Driven Innovation

Autor: Baha, S.E., Dawdy, G., Sturkenboom, N., Price, R.A., Snelders, H.M.J.J., Storni, C., Leahy, K., McMahon, M., Lloyd, P., Bohemia, E.

Publikováno v: Proceedings of DRS 2018

Radical innovations are designs that alter the meaning of our life experiences. In order to realize such innovation, a designer needs a vision, a strong personal view on the world. The identity and values of designers however, are often denied in mod

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=narcis______::3885500364ce8d25d01730dc6b1fe5d5
http://resolver.tudelft.nl/uuid:80eebd06-033a-4ee1-88c2-93358d66d847

Using design to initiate collaborative networks

Autor: Baha, S.E., Sturkenboom, N., Lu, Y., Raaijmakers, B.

Publikováno v: Proceedings of the 2nd Cambridge Academic Design Management Conference (CADMC 2013), 4-5 September 2013, Cambridge, United Kingdom

Collaborative network formation is necessary for the development of Product Service innovations used to address societal challenges. Initiation of collaborative networks requires the recognition and understanding of the interdependence necessary for

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=narcis______::5edaae763a819186afde94fb6f66f510
https://research.tue.nl/nl/publications/be627ddd-4c54-4252-aa97-d03a5d2d3143