a person in the record
Evangelia Christodoulou
Researcher
Doctorate in 2021 under Ben Van Calster and Dirk Timmerman. Linked to Wikidata and ORCID.
How to read the markscited by a repository's recordstated by Wikidata or indexed by OpenAlexclaimed on an ORCID list, or inferred
Advisors2
- cited by a thesis record
Ben Van Calster“Methods for developing and validating clinical risk prediction models with applications”
2021 · doctoral - cited by a thesis record
Dirk Timmerman“Methods for developing and validating clinical risk prediction models with applications”
2021 · doctoral
The line above and below2 steps
The advisors of their advisors, four steps up at most, in the thesis records and on Wikidata, each kind marked; a person in both is listed once.
- 1 step up
cited by a thesis recordBen Van Calstercited by a thesis recordDirk Timmerman
- 2 steps up
cited by a thesis recordSabine Van Huffel
Theses1
- cited by a thesis record
Methods for developing and validating clinical risk prediction models with applications
2021 · doctoral · in English · the thesis's own page ›
Education and career3
From Wikidata, shown separately from the thesis records. Each place opens its Wikidata item.
- 2017 to 2021
- 2021 to 2022
- from 2022
Works1
2021 · held from 1 repository · a work missing?
- cited by KU Leuven Lirias's record
Methods for developing and validating clinical risk prediction models with applications
2021 · doctoral thesis · KU Leuven Lirias
What their ORCID record lists
The works their own ORCID record lists, as they claim them: shown apart from the record's works, never checked or counted with them.
ORCID is asked for the list when this part is opened.
Papers in OpenAlex35
2018most in 2025: 102026
last at German Cancer Research Center, University Hospital Heidelberg, National Center for Tumor Diseases
writes on Medical Image Segmentation Techniques, Artificial Intelligence in Healthcare and Education, Reproductive Health and Contraception, Ectopic Pregnancy Diagnosis and Management, Advanced Neural Network Applications
- indexed by OpenAlex2019 · Journal of Clinical Epidemiology · 6 authorscited 2,088
- indexed by OpenAlexcited 1,276
Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators
2018 · European Urology · 8 authors - indexed by OpenAlexcited 484
Metrics reloaded: recommendations for image analysis validation
2024 · Nature Methods · 73 authors - indexed by OpenAlexcited 217
Understanding metric-related pitfalls in image analysis validation
2024 · Nature Methods · 70 authors - indexed by OpenAlexcited 59
Metrics reloaded: Recommendations for image analysis validation
2022 · arXiv (Cornell University) · 74 authors - indexed by OpenAlex2019 · Ultrasound in Obstetrics and Gynecology · 19 authorscited 44
- indexed by OpenAlex2018 · The Oncologist · 19 authorscited 41
- indexed by OpenAlexcited 38
Adaptive sample size determination for the development of clinical prediction models
2021 · Diagnostic and Prognostic Research · 7 authors - indexed by OpenAlex2022 · Translational Lung Cancer Research · 9 authorscited 35
- indexed by OpenAlex2020 · BJOG An International Journal of Obstetrics & Gynaecology · 18 authorscited 31
the 25 most cited of 35
- indexed by OpenAlex2019 · Journal of Clinical Epidemiology · 5 authorscited 24
- indexed by OpenAlexcited 20
Understanding metric-related pitfalls in image analysis validation
2023 · arXiv (Cornell University) · 78 authors - indexed by OpenAlex2021 · Acta Obstetricia Et Gynecologica Scandinavica · 18 authorscited 19
- indexed by OpenAlex2022 · International Journal of Cancer · 11 authorscited 17
- indexed by OpenAlexcited 13
Sources of performance variability in deep learning-based polyp detection
2023 · International Journal of Computer Assisted Radiology and Surgery · 11 authors - indexed by OpenAlexcited 12
Navigating prevalence shifts in image analysis algorithm deployment
2025 · Medical Image Analysis · 8 authors - indexed by OpenAlexcited 12
Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?
2024 · Lecture notes in computer science · 22 authors - indexed by OpenAlexcited 12
Deployment of Image Analysis Algorithms Under Prevalence Shifts
2023 · Lecture notes in computer science · 8 authors - indexed by OpenAlex2025 · Journal of Clinical Epidemiology · 10 authorscited 4
- indexed by OpenAlex2025 · BJUI Compass · 12 authorscited 2
- indexed by OpenAlexcited 2
False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims
2025 · arXiv (Cornell University) · 26 authors - indexed by OpenAlex2025 · arXiv (Cornell University) · 37 authorscited 1
- indexed by OpenAlexcited 1
Current validation practice undermines surgical AI development
2025 · PubMed · 100 authors - indexed by OpenAlexcited 1
Some Hidden Traps of Confidence Intervals in Medical Image Segmentation: Coverage Issues
2025 · Lecture notes in computer science · 12 authors - indexed by OpenAlex2025 · International Journal of Computer Assisted Radiology and Surgery · 12 authorscited 1