Personal profile
Overview
I am PhD student specialising in clinical prediction using electronic health records, with a focus on transformer-based models and large language models for healthcare applications. Research interests include digital health, machine learning, and the responsible use of artificial intelligence in clinical decision-making.
Education/Academic qualification
Master of Science, Health Data Science, The University of Manchester
1 Sept 2021 → 1 Oct 2022
Award Date: 1 Nov 2022
Bachelor of Science, Biomedical Engineering, Ankara University
1 Sept 2015 → 15 Jun 2020
Award Date: 19 Jun 2020
Research Beacons, Institutes and Platforms
- Digital Futures
- Christabel Pankhurst Institute
Keywords
- clinical prediction
- transformers
- LLMs
- Electronic Health Records
Fingerprint
Dive into the research topics where Yusuf Yildiz is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
- 2 Article
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Extending BEHRT to UK Biobank: Assessing Transformer Model Performance in Clinical Prediction
Yildiz, Y., Nenadic, G., Jani, M. & Jenkins, D., 20 Jan 2026, (Accepted/In press) In: Frontiers in Digital Health.Research output: Contribution to journal › Article › peer-review
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Will Large Language Models Transform Clinical Prediction?
Yildiz, Y., Nenadic, G., Jani, M. & Jenkins, D., 6 Oct 2025, (Accepted/In press) In: Diagnostic and Prognostic Research.Research output: Contribution to journal › Article › peer-review