Irina-Oana LIXANDRU-PETRE1,2,Alexandru DIMA2,3, Gratiela GRADISTEANU-PIRCALABIORU4,5, Florina ILIESCU1, Dana Cristina Terzea6, Andrei GOLDSTEIN6, Mihai DASCALU2,4,7, Madalina MUSAT*4,6,8, Ciprian ILIESCU2,4
Abstract. As cancer databases play a crucial role in research, creating a thyroid cancer dataset is essential for developing modern treatment management strategies and improving disease understanding. This article presents the methodology used to create a dataset of N = 1,556 samples extracted from electronic medical records of oncology patients diagnosed at the CI. Parhon National Institute of Endocrinology between 2022 and 2024. Subsequently, it highlights how these results can support medical progress while facilitating the integration of Machine Learning tools into clinical endocrinology.
Keywords: Thyroid Cancer; electronic medical records; dataset creation;
DOI 10.56082/annalsarsciinfo.2025.2.40
1Postdoc Researcher, eBio-Hub Research-Center, National University of Science and Technology “Politehnica” Bucharest (irina.petre@upb.ro; florina.iliescu@upb.ro).
2Academy of Romanian Scientists, Ilfov 3, 050044 Bucharest, Romania.
3PhD, Faculty of Automatic Control and Computer Science, National University of Science and Technology “Politehnica” Bucharest (alexandru.dima@upb.ro).
4Prof., Senior Researcher, eBio-Hub Research-Center, National University of Science and Technology “Politehnica” Bucharest (gratiela.gradisteanu@upb.ro; mihai.dascalu@upb.ro; ciprian.iliescu@upb.ro).
5Faculty of Biology, Department of Botany and Microbiology, University of Bucharest, Romania;
6Physician, C.I. Parhon National Institute of Endocrinology, Bucharest, Romania (madalina.musat@umfcd.ro; dana.terzea@gmail.com; andrei.goldstein@gmail.com).
7Prof., Faculty of Automatic Control and Computer Science, National University of Science and Technology “Politehnica” Bucharest.
8Assoc Prof., Carol Davila University of Medicine and Pharmacy, Bucharest, Romania.
* Corresponding Author madalina.musat@umfcd.ro
PUBLISHED in Annals of the Academy of Romanian Scientists Series on Science and Technology of Information, Volume 18, No2