Education
2011 - 2017
2011 - 2017Undergraduate
Kocaeli University, Tıp Fakültesi, Turkey
Research Areas
Health Sciences
Radiation Oncology
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2019 - Present
2019 - PresentResearch Assistant PhD
Istanbul University, Istanbul Medical Faculty, Division of Medical Sciences
Articles
All (2)
SCI-E, SSCI, AHCI (2)
SCI-E, SSCI, AHCI, ESCI (2)
Scopus (2)
2026
20261. CT-based radiomics for predicting PD-L1 expression status in non-small cell lung cancer using a hybrid machine learning model
Durmaz M., Emec M., KIZILDAĞ YIRGIN İ., ILGIN C., Kaval G., Bunul I., et al.
Clinical Imaging
, vol.132, 2026 (SCI-Expanded, Scopus)
2025
20252. Machine Learning-Based Prognostic Modelling Using MRI Radiomic Data in Cervical Cancer Treated with Definitive Chemoradiotherapy and Brachytherapy
Ibis K., Durmaz M., Yanik D., Bunul I., Denizli M., Akyuz E., et al.
CURRENT ONCOLOGY
, vol.32, no.11, 2025 (SCI-Expanded, Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2025
20251. Let's Get to Know Radiation Pneumonia Better
Kızıldağ Yırgın İ., Durmaz M., Bünül İ., Aydın M. H., Tunacı A., Ertürk Ş. M.
ECR2025, Vienna, Austria, 26 February - 02 March 2025, pp.15009, (Summary Text)
Books
2021
20211. KÜÇÜK HÜCRELİ DIŞI AKCİĞER KANSERİNDE POSTOPERATİF RADYOTERAPİ
Bünül İ., Dağoğlu Sakin R. N., Oral E. N.
in: Toraks Tümörlerinde Radyoterapi, Prof. Dr. Mert Saynak,Prof. Dr. Serap Akyürek, Editor, Türkiye Klinikleri Dergisi, Ankara, pp.29-32, 2021