Projects per year
Personal profile
Research profile
I lead the Center for Clinical Data Science (CLINDA) at Aalborg University, where we focus on developing innovative infrastructure, artificial intelligence, and digital tools for multimodal data fusion and predictive modeling in healthcare.
With over 30 years of experience across academia, the public sector, and industry, I bring a broad and interdisciplinary approach to data science. My research spans applied probability, statistics, and machine learning, with applications in medicine, agriculture, and telecommunications.
Teaching profile
I teach courses at all university levels
I supervise MSc students and PhD students. If you are interested in writing a project with me, please send me an email.
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Collaborations from the last five years
Dive into details by clicking on the dots.
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SE3D: Synthetic health data: ethical development and deployment via deep learning approaches
Bøgsted, M. (PI), Trzaskowski, J. (CoPI), Krogh, A. (CoPI) & Bartell, J. (CoPI)
01/05/2024 → 30/04/2028
Project: Research
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Probabilistic models for access strategies to dynamic information elements
Bøgsted, M. (Project Participant), Olsen, R. L. (Project Participant) & Schwefel, H.-P. C. (Project Participant)
01/01/2007 → 01/01/2011
Project: Research
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Quantitative methods for bandwidth upgrades in IP networks
Qvist, M. (Project Participant), Schwefel, H.-P. C. (Project Participant) & Bøgsted, M. (Project Participant)
01/01/2007 → 01/11/2008
Project: Research
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Point process modelling and statistical inference
Berthelsen, K. K. (Project Participant), Bøgsted, M. (Project Participant), Møller, J. (Project Participant), Andersen, P. K. (Project Participant), Collamore, J. F. (Project Participant), Hansen, N. R. (Project Participant), Jacobsen, M. (Project Participant), Jensen, A. T. (Project Participant), Keiding, N. (Project Participant), Martinussen, T. (Project Participant), Mikosch, T. (Project Participant) & Scheike, T. (Project Participant)
Independent Research Fund Denmark | Natural sciences
01/01/2007 → 31/12/2009
Project: Research
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Statistical inference for high dimensional parameters in communication systems
Gorst-Rasmussen, A. (Project Participant) & Bøgsted, M. (Project Participant)
01/08/2006 → 31/07/2009
Project: Research
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Clinical trial participation for vulnerable cancer patients in Denmark and England
Nielsen, L. H., Skelmose, J. B. K., Poulsen, L. Ø., Severinsen, M. T., Bøgsted, M. & Brøndum, R. F., Jun 2025, In: Cancer epidemiology. 96, 5 p., 102793.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Artificial intelligence in patients with atrial fibrillation to manage clinical complexity and comorbidities: the ARISTOTELES project
Boriani, G., Mei, D. A., Lip, G. Y. H., ARISTOTELES Consortium , Bøgsted, M. (Member of study group), Vesteghem, C. P. E. (Member of study group), Hose, K. (Member of study group), Sagi, T. (Member of study group), Johnsen, S. (Member of study group), Eriksen, M. (Member of study group), Nielsen, P. B. (Member of study group), Brøndum, R. F. (Member of study group), Dahl, S. C. (Member of study group) & Rasmussen, T. S. (Member of study group), 11 Dec 2024, (E-pub ahead of print) In: European Heart Journal. 3 p., ehae792.Research output: Contribution to journal › Journal article › Communication
2 Citations (Scopus) -
Extracting Systemic Anticancer Treatment Lines from the Danish National Patient Registry for Solid Tumour Patients Treated in the North Denmark Region Between 2009 and 2019
Vesteghem, C., Bøgsted, M., Cronin-Fenton, D. & Poulsen, L. Ø., 6 Mar 2024, In: Clinical Epidemiology. 16, p. 165-174 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile31 Downloads (Pure) -
Gene-based burden tests of rare germline variants identify six cancer susceptibility genes
Ivarsdottir, E. V., Gudmundsson, J., Tragante, V., Sveinbjornsson, G., Kristmundsdottir, S., Stacey, S. N., Halldorsson, G. H., Magnusson, M. I., Oddsson, A., Walters, G. B., Sigurdsson, A., Saevarsdottir, S., Beyter, D., Thorleifsson, G., Halldorsson, B. V., Melsted, P., Stefansson, H., Jonsdottir, I., Sørensen, E. & Pedersen, O. B. & 38 others, , Nov 2024, In: Nature Genetics. 56, 11, p. 2422–2433 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Genetic risk of inflammatory bowel disease is associated with disease course severity
Vestergaard, M. V., Allin, K. H., Nøhr, A. K., Lominchar, J. V. T., Christensen, H. S., Krarup, H., Nielsen, K. R., Jacobsen, H. A., Bybjerg-Grauholm, J., Bækvad-Hansen, M., Brøndum, R. F., Bøgsted, M., Larsen, L., Sazonovs, A. & Jess, T., 2 Nov 2024, medRxiv, 24 p.Research output: Working paper/Preprint › Preprint
Datasets
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Additional file 3 of The Danish-American Research Exchange (DARE): a cross-sectional study of a binational research education program
Mehta, K. M. (Creator), Petersen, K. L. (Creator), Goodman, S. (Creator), Sørensen, H. T. (Creator), Bøgsted, M. (Creator), Olesen, J. D. (Creator), Burks, S. (Creator), Shaw, R. E. (Creator), Hove, J. D. (Creator), Ousager, J. (Creator), Milla, C. (Creator), Andersen, V. (Creator), Ejskjær, N. (Creator), Brix-Christensen, V. (Creator), Ghose, S. (Creator), Kjær, A. (Creator) & Chin-Hong, P. V. (Creator), Figshare, 13 Apr 2023
DOI: 10.6084/m9.figshare.22604626.v1, https://springernature.figshare.com/articles/dataset/Additional_file_3_of_The_Danish-American_Research_Exchange_DARE_a_cross-sectional_study_of_a_binational_research_education_program/22604626/1
Dataset
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Additional file 3 of The Danish-American Research Exchange (DARE): a cross-sectional study of a binational research education program
Mehta, K. M. (Creator), Petersen, K. L. (Creator), Goodman, S. (Creator), Sørensen, H. T. (Creator), Bøgsted, M. (Creator), Olesen, J. D. (Creator), Burks, S. (Creator), Shaw, R. E. (Creator), Hove, J. D. (Creator), Ousager, J. (Creator), Milla, C. (Creator), Andersen, V. (Creator), Ejskjær, N. (Creator), Brix-Christensen, V. (Creator), Ghose, S. (Creator), Kjær, A. (Creator) & Chin-Hong, P. V. (Creator), Figshare, 13 Apr 2023
DOI: 10.6084/m9.figshare.22604626, https://springernature.figshare.com/articles/dataset/Additional_file_3_of_The_Danish-American_Research_Exchange_DARE_a_cross-sectional_study_of_a_binational_research_education_program/22604626
Dataset
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The Danish-American Research Exchange (DARE): a cross-sectional study of a binational research education program
Mehta, K. M. (Creator), Petersen, K. L. (Creator), Goodman, S. (Creator), Sørensen, H. T. (Creator), Bøgsted, M. (Creator), Olesen, J. D. (Creator), Burks, S. (Creator), Shaw, R. E. (Creator), Hove, J. D. (Creator), Ousager, J. (Creator), Milla, C. (Creator), Andersen, V. (Creator), Ejskjær, N. (Creator), Brix-Christensen, V. (Creator), Ghose, S. (Creator), Kjær, A. (Creator) & Chin-Hong, P. V. (Creator), Figshare, 2023
DOI: 10.6084/m9.figshare.c.6579892, https://springernature.figshare.com/collections/The_Danish-American_Research_Exchange_DARE_a_cross-sectional_study_of_a_binational_research_education_program/6579892
Dataset
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The Danish-American Research Exchange (DARE): a cross-sectional study of a binational research education program
Mehta, K. M. (Creator), Petersen, K. L. (Creator), Goodman, S. (Creator), Sørensen, H. T. (Creator), Bøgsted, M. (Creator), Olesen, J. D. (Creator), Burks, S. (Creator), Shaw, R. E. (Creator), Hove, J. D. (Creator), Ousager, J. (Creator), Milla, C. (Creator), Andersen, V. (Creator), Ejskjær, N. (Creator), Brix-Christensen, V. (Creator), Ghose, S. (Creator), Kjær, A. (Creator) & Chin-Hong, P. V. (Creator), Figshare, 2023
DOI: 10.6084/m9.figshare.c.6579892.v1, https://springernature.figshare.com/collections/The_Danish-American_Research_Exchange_DARE_a_cross-sectional_study_of_a_binational_research_education_program/6579892/1
Dataset
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Clinical features affecting efficacy of immune checkpoint inhibitors in pretreated patients with advanced NSCLC: a Danish nationwide real-world study
Mouritzen, M. T. (Creator), Junker, K. F. (Creator), Carus, A. (Creator), Ladekarl, M. (Creator), Meldgaard, P. (Creator), Nielsen, A. W. M. (Creator), Livbjerg, A. (Creator), Larsen, J. W. (Creator), Skuladottir, H. (Creator), Kristiansen, C. (Creator), Wedervang, K. (Creator), Schytte, T. (Creator), Hansen, K. H. (Creator), Østby, A.-C. (Creator), Frank, M. S. (Creator), Lauritsen, J. (Creator), Sørensen, J. B. (Creator), Langer, S. W. (Creator), Persson, G. F. (Creator), Andersen, J. L. (Creator), Homann, P. H. (Creator), Kristensen, E. B. (Creator), Drivsholm, L. B. (Creator), Bøgsted, M. (Creator), Christensen, H. S. (Creator), Pøhl, M. (Creator) & Bjørnhart, B. (Creator), Taylor & Francis, 2022
DOI: 10.6084/m9.figshare.18134004.v1, https://tandf.figshare.com/articles/journal_contribution/Clinical_features_affecting_efficacy_of_immune_checkpoint_inhibitors_in_pretreated_patients_with_advanced_NSCLC_a_Danish_nationwide_real-world_study/18134004/1
Dataset
Activities
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Working Group for the National Genome Database, Danish National Genome Center (External organisation)
Bøgsted, M. (Member)
1 Jun 2021Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar
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Advisory Board for Research and Infrastructure, Danish National Genome Center (External organisation)
Bøgsted, M. (Member)
1 Jun 2021Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar
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Fagligt udvalg, Danish Comprehensive Cancer Center (External organisation)
Bøgsted, M. (Member)
6 Jan 2020Activity: Memberships › Membership of committees, commissions, boards, councils, associations, organisations, or similar
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Fremtiden for det danske sundhedssystem (2030)
Bøgsted, M. (Consultant)
Aug 2017 → …Activity: Public/private sector consultancy and other employment › Consultancy
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24th International Molecular Med Tri Con 2017
Bøgsted, M. (Participant)
19 Feb 2017 → 24 Feb 2017Activity: Attending an event › Conference organisation or participation
Press/Media
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DCCC: Kræftområdet er oplagt spydspids for en national AI-strategi
04/03/2024
2 items of Media coverage
Press/Media: Press / Media
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AAU-model giver sikkerhed for genåbning efter pandemier
16/03/2022 → 20/03/2022
3 items of Media coverage
Press/Media: Press / Media
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Ny satsning: Forskningsenhed skal undersøge særligt kræftmysterie
Pedersen, I. S., Bøgsted, M., Grønkjær, M. & Dybkær, K.
13/09/2021
7 items of Media coverage
Press/Media: Press / Media