KTKubra Torenek-Agirman

Kubra Torenek-Agirman

*This is an algorithmically generated author record based on publicly available information.

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Kubra Torenek-Agirman has a total of 20 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Burkitt's Lymphoma of the Mandible: A Rare Case Report with Intraoral Ultrasound Findings and Systematic Review

    by Nida Kuzey, Fatma Çağlayan, Kübra Törenek Ağırman, Zeynep Bayramoğlu, Sare Şipal

    Burkitt lymphoma (BL) is a rare and aggressive type of non-Hodgkin lymphoma, typically affecting younger individuals. Its occurrence in the mandible is exceedingly rare, posing significant challenges in diagnosis and treatment. This study presents a case of a rare mandibular BL and highlights the diagnostic value of intraoral ultrasonography (US) when compared to traditional imaging techniques. Furthermore, a systematic literature review of similar cases was conducted. A 19-year-old female patient presented to our clinic with rapidly progressing mandibular swelling and pain. Clinical and radiographic examinations, including CBCT, revealed the presence of an osteolytic lesion. Intraoral US was performed to assess the lesion's size, internal structure, and vascularization. Histopathological and immunohistochemical analyses confirmed the diagnosis of BL. Intraoral US revealed an iso-hypoechoic heterogeneous solid lesion with posterior bone destruction. The obtained ultrasonographic findings were consistent with histopathological examination. Additionally, a literature review identified 21 cases, the majority of which were male, with an average age of 19.5 ± 16.0 years. Mandibular BL is a rare and aggressive disease. Early diagnosis and the use of appropriate imaging techniques are critical for the success of treatment. This case demonstrates that intraoral US is an effective method for pre-diagnosing rare intraoral malignancies such as BL. Intraoral US played a significant role in evaluating bone destruction and the internal structure of the lesion, thereby enhancing diagnostic accuracy. These findings underscore the value of intraoral US as a valuable tool in the early diagnosis and management of BL.Keywords: Burkitt’s lymphoma, CBCT, mandible, ultrasound

  • Open Access

    A distinct radiologic perspective on parotid pleomorphic adenoma: sialo-CBCT case report

    by Fatma Çağlayan, Muhammed Akif Sümbüllü, Abdülkadir Şahin, Kübra Törenek Ağirman

    Pleomorphic adenoma (PA) is the most prevalent benign salivary gland tumor, manifesting predominantly in the parotid gland. The imaging techniques most fre


  • Open Access

    Comprehensive Insights into Artificial Intelligence for Dental Lesion Detection: A Systematic Review

    by Kubra Demir, Ozlem Sokmen, Isil Karabey Aksakalli, Kubra Torenek-Agirman

    Background/Objectives: The growing demand for artificial intelligence (AI) in healthcare is driven by the need for more robust and automated diagnostic systems. These methods not only provide accurate diagnoses but also promise to enhance operational efficiency and optimize resource utilization in clinical workflows. In the field of dental lesion detection, the application of deep learning models to various imaging techniques has gained significant prominence. This study presents a comprehensive systematic review of the utilization of deep learning methods for detecting dental lesions across different imaging modalities, including panoramic imaging, periapical radiographs, and cone-beam computed tomography (CBCT). A systematic search was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to ensure a structured and transparent review process. Methods: This study addresses four key research questions related to the types of objects used for AI in dental images, state-of-the-art approaches for detecting lesions in dental images, data augmentation methods, and challenges and possible solutions to the existing AI-based dental lesion detection. Furthermore, this systematic review was performed on 29 primary studies identified from multiple electronic databases. This review focused on studies published between 2019 and 2024, sourced from IEEE, Web of Knowledge, Springer, ScienceDirect, PubMed, and Google Scholar. Results: We identified five types of lesions in dental images as periapical lesions, cyst lesions, jawbone lesions, dental caries, and apical lesions. Among the fourteen state-of-the-art deep learning approaches, the results demonstrate that deep learning models, such as U-Net, AlexNet, and You Only Look Once (YOLO) version 8 (YOLOv8) are commonly employed for dental lesion detection. These deep learning models have the potential to serve as integral components of decision-making processes by improving detection accuracy and supporting clinical workflows. Furthermore, we found that among twelve types of data augmentation techniques, flipping, rotation, and reflection methods played an important role in increasing the diversity of the datasets. We also identified six challenges for dental lesion detection, and the main issues were identified as data integration, poor data quality, limited model generalization, and overfitting. Proposed solutions against the aforementioned challenges include the integration of larger datasets, model optimization, and diversification of data sources. Conclusions: This study provides a comprehensive overview of current methodologies and potential advancements in dental lesion detection using deep learning. The findings indicate that possible solutions against the challenges of AI-based diagnostic methods in dental lesion detection need to be more generalizable regardless of image type, the number of data, and data quality.


  • Pleomorfik Adenom: Olgu Sunumu

    by Gülsüm Akkaya, Kübra Törenek Ağirman

    Pleomorfik adenom, tükürük bezi neoplazmlarının büyük bir kısmını oluşturan ve parotis bezi en sık görülen neoplazmı olup minör tükürük bezlerinde nadiren görülür. Minör tükürük bezi kökenli lezyonlar sıklıkla sert damakta lokalizedir. Yavaş büyüyen ağrısız şişlikle karakterize olup sıklıkla 4.-5. dekatta ve kadınlarda görülür. Etyoloji tam olarak bilinmemekle beraber genetik, çevresel ve mikrobiyal etkenler rol alabilir. Lezyonun boyutu, sınırları ve çevre doku ile ilişkisinde ileri görüntüleme tekniklerinden yararlanılır. Manyetik rezonans görüntüleme (MRG) lezyonun görüntülenmesinde yüksek etkinliğe sahip olsa da kesin teşhis histopatoloji ile konulur. Pleomorfik adenom sağlıklı doku sınırları bırakılarak eksize edildiğinde tedaviye iyi yanıt verir ve nüks nadiren görülür. Bu olgu sunumunda damakta nadir görülen bir pleomorfik adenom vakasının sunumu amaçlanmıştır.


  • Open Access

    Ectopic Premolar Tooth in the Sigmoid Notch

    by K. Törenek, H. M. Akgül, I. S. Bayrakdar

    Impaction of a mandibular premolar is relatively uncommon. Ectopic placement is more unusual and there has been no discussion in the literature of an ectopic mandibular premolar in the coronoid process. In this case report, we present an impacted ectopic mandibular permanent premolar in the sigmoid notch (incisura mandibulae) region. Etiology of the tooth and treatment options are discussed and illustrated by Cone Beam Computed Tomography (CBCT) images.


  • Open Access

    Stafne Bone Cavity: Case Report

    by Selin Yeşi̇ltepe, Kübra Törenek, Yasin Yaşa, N. Hilal Bi̇lge

    Stafne kemik kaviteleri (SKK), genellikle mandibula angulusunda, inferior alveolar kanalın altında görülen yuvarlak veya oval şekilli, iyi sınırlı asemptomatik radyolusensilerdir. Sıklıkla tükürük bezi dokusu ile dolu olan kavitelerin nadiren çizgili kas, fibröz bağ doku ve yağ dokusu içerdiği gösterilmiştir. Erkeklerde ve 5-7. dekadlarda daha fazla görülmektedir. SKK'lar çoğunlukla rutin radyografik incelemeler sırasında tesadüfen saptanır. Panoramik radyografiler teşhis koymak için yeterli bilgi sunmasına rağmen, destekleyici görüntüleme yöntemlerine çoğu kez, özellikle atipik vakalarda ihtiyaç duyulabilir. SKK'nın görünümü genelde tanı koydurucudur ve tedavi gerektirmez. Bu olgu sunumunda, radyolojik incelemede tesadüfen fark edilen ve dental volümetrik tomografi ile doğrulanan SKK vakası sunulmuştur.