Projects per year
Personal profile
Education/Academic qualification
Master, Medical Informatics
1 Sept 2019 → 15 Jul 2021
Award Date: 18 Aug 2021
Bachelor, Computing Science, University of Glasgow
12 Sept 2011 → 30 Jun 2015
Award Date: 2 Jul 2015
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Dive into the research topics where Tsvetan Yordanov is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Abu-Hanna A.: Methodology in Medical Informatics
Abu Hanna, A. (Principal investigator), Medlock, S. (Staff), Ravelli, A. (Staff), Bakker, T. (Internal PhD candidate), Leopold, J. H. (Internal PhD candidate), Coimbra Alves Cavalcanti Calixto, I. (Staff), Klopotowska, J. (Staff), Yordanov, T. (Internal PhD candidate), Wortel, S. (Internal PhD candidate), Al Farra, H. (Internal PhD candidate), Dormosh, N. (Internal PhD candidate), Westerbeek, L. (External PhD candidate), Murphy, R. (Internal PhD candidate), Mishra, N. (Internal PhD candidate), van de Loo, B. (Internal PhD candidate) & Burger, G. (External PhD candidate)
01/01/2008 → …
Project: Research
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Medication Recommender System for ICU Patients Using Autoencoders
Yordanov, T. R., Abu-Hanna, A., Ravelli, A. C. J. & Vagliano, I., 15 May 2025, In: Studies in health technology and informatics. 327, p. 1343-1347 5 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Performance of federated learning-based models in the Dutch TAVI population was comparable to central strategies and outperformed local strategies
Yordanov, T. R., Ravelli, A. C. J., Amiri, S., Vis, M. & the NHR THI Registration Committee, 2024, In: Frontiers in cardiovascular medicine. 11, p. 1399138 1399138.Research output: Contribution to journal › Article › Academic › peer-review
Open Access1 Citation (Scopus) -
An integrated approach to geographic validation helped scrutinize prediction model performance and its variability
Yordanov, T. R., Lopes, R. R., Ravelli, A. C. J., Vis, M., Houterman, S., Marquering, H., Abu-Hanna, A. & NHR THI Registration Committee, 1 May 2023, In: Journal of clinical epidemiology. 157, p. 13-21 9 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access2 Citations (Scopus) -
Autoencoder-based prediction of ICU clinical codes
Yordanov, T. R., Abu-Hanna, A., Ravelli, A. C. J. & Vagliano, I., 5 Jun 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Springer, Vol. 13897. p. 57-62 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Temporal validation of 30-day mortality prediction models for transcatheter aortic valve implantation using statistical process control – An observational study in a national population
Lopes, R. R., Yordanov, T. T. R., Ravelli, A. A. C. J., Houterman, S., Vis, M., de Mol, B. A. J. M., Marquering, H. & Abu-Hanna, A., 1 Jun 2023, In: Heliyon. 9, 6, p. e17139 e17139.Research output: Contribution to journal › Article › Academic › peer-review
Open Access5 Citations (Scopus)