Publikationer pr. år
Publikationer pr. år
Personlig profil
Kort præsentation
My main research is focused on prediction modelling of adverse outcomes in vulnerable individuals challenged by life-stressors. My primary interest lies in the use of longitudinal, time-series data, their properties and dynamics in classic and machine learning prognostic models. I am also fascinated by the implementation, understanding, and utility of various sources of data that capture further layers of the complexity of human health. My PhD project is placed in the intersection of epidemiology, statistics and machine learning and is part of the CHALLENGE platform, 'Harnessing the Power of Big Data to Address the Societal Challenge of Ageing'.
Primære forskningsområder
Public Health, Survival Analysis, Machine Learning, Feature Extraction & Engineering of longitudinal data, Life-stressors Response,
Uddannelse (Akademiske kvalifikationer)
Computational Biomedicine, M.Sc., University of Southern Denmark
1 sep. 2019 → 28 jun. 2021
Dimissionsdato: 28 jun. 2021
Actuarial Science & Risk Management, M.Sc., University of Piraeus
31 okt. 2017 → 15 jul. 2019
Dimissionsdato: 15 jul. 2019
Statistics, B.Sc., University of Piraeus
1 sep. 2013 → 20 jun. 2017
Dimissionsdato: 20 jun. 2017
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Publikation
- 6 Citationer
- 5 Tidsskriftartikel
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Predicting mortality risk after a fall in older adults using health care spending patterns: a population-based cohort study
Katsiferis, A., Mortensen, L. H., Khurana, M. P., Mishra, S., Jensen, M. K. & Bhatt, S., 2023, I: Age and Ageing. 52, 8, 9 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Sex differences in health care expenditures and mortality after spousal bereavement: A register-based Danish cohort study
Katsiferis, A., Bhatt, S., Mortensen, L. H., Mishra, S. & Westendorp, R. G. J., 2023, I: PLoS ONE. 18, 3, 14 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil2 Citationer (Scopus)45 Downloads (Pure) -
Assessing racial bias in type 2 diabetes risk prediction algorithms
Cronjé, H. T., Katsiferis, A., Elsenburg, L. K., Andersen, T. O., Rod, N. H., Nguyen, T-L. & Varga, T. V., 17 maj 2023, I: PLOS Global Public Health. 3, 5, 15 s., e0001556.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Machine learning models of healthcare expenditures predicting mortality: A cohort study of spousal bereaved Danish individuals
Katsiferis, A., Bhatt, S., Mortensen, L. H., Mishra, S., Jensen, M. K. & Westendorp, R. GJ., 2023, I: PLoS ONE. 16 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Dynamical indicators in time series of healthcare expenditures predict mortality risk of older adults following spousal bereavement
Katsiferis, A., Nielsen, P. Y., Jensen, M. K. & Westendorp, R. G. J., 2022, I: BMC Geriatrics. 22, 1, 301.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil4 Citationer (Scopus)30 Downloads (Pure)