Research output per year
Research output per year
Personal profile
Biography
I am a Senior Data Scientist/Researcher at The University of Edinburgh, specialising in data science, medical statistics and development of decision-support tools. My work focuses on advanced statistical modelling for acute cardiac disease diagnosis. I have secured funding for innovative projects, developed machine learning algorithms for predicting heart failure and heart attack diagnoses, and published in high-impact scientific journals. My goal is to implement AI-enabled decision-support tools in clinical practice.
Education/Academic qualification
Statistics, Bachelor of Science, The Athens University of Economics and Business
Data Science/Precision Medicine, Doctor of Philosophy (PhD), Improving diagnosis in acute cardiac care using statistical machine learning., The University of Edinburgh
Medical Statistics, Master in Science, University of Southampton
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Collaborations and top research areas from the last five years
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Diagnostic and Prognostic Performance of Cardiac Troponin T versus I
High-STEACS Investigators, Koechlin, L., Boeddinghaus, J., Doudesis, D., Lopez-Ayala, P., Zimmermann, T., Rumora, K., du Fay de Lavallaz, J., Li, C., Lee, K. K., Chapman, A. R., Wildi, K., Gualandro , D. M., Al Karam , M., Rubini Gimenez, M., Huré , G., Miró, Ò., Klein, Z., Bima, P. & Wussler, D. & 14 others, , 4 Dec 2024, (E-pub ahead of print) In: Journal of the American College of Cardiology.Research output: Contribution to journal › Article › peer-review
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Understanding hospital rehabilitation using electronic health records in patients with and without COVID-19
Georgiev, K., Doudesis, D., McPeake, J., Mills, N. L., Fleuriot, J., Shenkin, S. D. & Anand, A., 17 Oct 2024, In: BMC Health Services Research. 24, 1245 .Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Risk scores and coronary artery disease in patients with suspected acute coronary syndrome and intermediate cardiac troponin concentrations
Perez Vicencio, D., Thurston, F., Doudesis, D., O'Brien, R., Ferry, A., Fujisawa, T., Williams, M. C., Gray, A., Mills, N. L. & Lee, K., 3 Aug 2024, In: Open heart. 11, 2, 9 p., e002755.Research output: Contribution to journal › Article › peer-review
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The electronic frailty index and outcomes in patients with myocardial infarction
Lowry, M. T. H., Kimenai, D. M., Doudesis, D., Georgiev, K., McDermott, M., Bularga, A., Taggart, C., Wereski, R., Ferry, A. V., Stewart , S. D., Tuck, C., Newby, D. E., Mills, N. L. & Anand, A., 16 Jul 2024, In: Age and Ageing. 53, 7Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Application of the Universal Definition of Myocardial Infarction in Clinical Practice in Scotland and Sweden
Taggart, C., Roos, A., Kadesjö, E., Anand, A., Li, Z., Doudesis, D., Lee, K. K., Bularga, A., Wereski, R., Lowry, M. T. H., Chapman, A. R., Ferry, A. V., Shah, A. S. V., Gard, A., Lindahl, B., Edgren, G., Mills, N. L. & Kimenai, D. M., 1 Apr 2024, In: JAMA network open. 7, 4, 12 p., e245853.Research output: Contribution to journal › Article › peer-review
Open AccessFile