Publications

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE, vol.237, no.6, pp.706-718, 2023 (SCI-Expanded, Scopus)

Assessing the Effectiveness of Artificial Intelligence Models for Detecting Alveolar Bone Loss in Periodontal Disease: A Panoramic Radiograph Study

UZUN SAYLAN B. C., Baydar O., YEŞİLOVA E., KURT BAYRAKDAR S., BİLGİR E., BAYRAKDAR İ. Ş., et al.

Diagnostics, vol.13, no.10, 2023 (SCI-Expanded, Scopus)

Deep-Learning-Based Automatic Segmentation of Parotid Gland on Computed Tomography Images

ÖNDER M., EVLİ C., Türk E., KAZAN O., BAYRAKDAR İ. Ş., ÇELİK Ö., et al.

Diagnostics, vol.13, no.4, 2023 (SCI-Expanded, Scopus)

A deep learning algorithm for classification of oral lichen planus lesions from photographic images: A retrospective study

KESER G., BAYRAKDAR İ. Ş., NAMDAR PEKİNER F. M., ÇELİK Ö., ORHAN K.

Journal of Stomatology, Oral and Maxillofacial Surgery, vol.124, no.1, 2023 (SCI-Expanded, Scopus)

Detecting the presence of taurodont teeth on panoramic radiographs using a deep learning-based convolutional neural network algorithm

Duman S., Yilmaz E. F., EŞER G., ÇELİK Ö., BAYRAKDAR İ. Ş., BİLGİR E., et al.

ORAL RADIOLOGY, vol.39, no.1, pp.207-214, 2023 (SCI-Expanded, Scopus)

A deep learning approach for masseter muscle segmentation on ultrasonography

KESER G., BAYRAKDAR İ. Ş., NAMDAR PEKİNER F. M., Celik O., ORHAN K.

JOURNAL OF ULTRASONOGRAPHY, vol.22, no.91, 2022 (ESCI, Scopus)

Deep-learning approach for caries detection and segmentation on dental bitewing radiographs

BAYRAKDAR İ. Ş., ORHAN K., Akarsu S., ÇELİK Ö., Atasoy S., Pekince A., et al.

ORAL RADIOLOGY, vol.38, no.4, pp.468-479, 2022 (SCI-Expanded, Scopus)

Convolutional Neural Network Performance for Sella Turcica Segmentation and Classification Using CBCT Images

DUMAN Ş. B., Syed A. Z., ÇELİK ÖZEN D., BAYRAKDAR İ. Ş., Salehi H. S., Abdelkarim A., et al.

DIAGNOSTICS, vol.12, no.9, 2022 (SCI-Expanded, Scopus)

A Fused Deep Learning Architecture for the Detection of the Relationship between the Mandibular Third Molar and the Mandibular Canal

Buyuk C., Akkaya N., Arsan B., Unsal G., Aksoy S., Orhan K.

DIAGNOSTICS, vol.12, no.8, 2022 (SCI-Expanded, Scopus)

AI-based automatic segmentation of craniomaxillofacial anatomy from CBCT scans for automatic detection of pharyngeal airway evaluations in OSA patients

ORHAN K., Shamshiev M., Ezhov M., Plaksin A., Kurbanova A., Unsal G., et al.

SCIENTIFIC REPORTS, vol.12, no.1, 2022 (SCI-Expanded, Scopus)

Diagnostic charting of panoramic radiography using deep-learning artificial intelligence system

YURTTAŞ M., Celik O., BAYRAKDAR İ. Ş., BİLGİR E., ORHAN K., ODABAŞ A., et al.

ORAL RADIOLOGY, vol.38, no.3, pp.363-369, 2022 (SCI-Expanded, Scopus)

Effect of different resin removal methods on enamel after metal and ceramic bracket debonding An in vitro micro-computed tomography study

Cesur E., Arslan C., ORHAN A. I., Bilecenoglu B., ORHAN K.

JOURNAL OF OROFACIAL ORTHOPEDICS-FORTSCHRITTE DER KIEFERORTHOPADIE, vol.83, no.3, pp.157-171, 2022 (SCI-Expanded, Scopus)

Combined clinical and specific positron emission tomography/computed tomography-based radiomic features and machine-learning model in prediction of thymoma risk groups

ÖZKAN E., ORHAN K., SOYDAL Ç., KAHYA Y., Seckin Tunc S., ÇELİK Ö., et al.

NUCLEAR MEDICINE COMMUNICATIONS, vol.43, no.5, pp.529-539, 2022 (SCI-Expanded, Scopus)

Performance of a convolutional neural network algorithm for tooth detection and numbering on periapical radiographs

GÖRÜRGÖZ C., ORHAN K., BAYRAKDAR İ. Ş., ÇELİK Ö., BİLGİR E., ODABAŞ A., et al.

DENTOMAXILLOFACIAL RADIOLOGY, vol.51, no.3, 2022 (SCI-Expanded, Scopus)

A U-Net Approach to Apical Lesion Segmentation on Panoramic Radiographs

BAYRAKDAR İ. Ş., ORHAN K., celik O., BİLGİR E., SAĞLAM H., AKKOCA KAPLAN F., et al.

BIOMED RESEARCH INTERNATIONAL, vol.2022, 2022 (SCI-Expanded, Scopus)

A DEEP-LEARNING MODEL FOR IDIOPATHIC OSTEOSCLEROSIS DETECTION ON PANORAMIC RADIOGRAPHS

Yesiltepe S., BAYRAKDAR İ. Ş., ORHAN K., Celik O., BİLGİR E., ASLAN A. F., et al.

MEDICAL PRINCIPLES AND PRACTICE, vol.31, pp.555-561, 2022 (SCI-Expanded, Scopus)

An Artificial Intelligence Hypothetical Approach for Masseter Muscle Segmentation on Ultrasonography in Patients With Bruxism

ORHAN K., YAZICI G., KOLSUZ M. E., KAFA N., BAYRAKDAR İ. Ş., Celik O.

JOURNAL OF ADVANCED ORAL RESEARCH, vol.12, no.2, pp.206-213, 2021 (ESCI)

Evaluation of artificial intelligence for detecting impacted third molars on cone-beam computed tomography scans

ORHAN K., BİLGİR E., BAYRAKDAR İ. Ş., Ezhov M., Gusarev M., Shumilov E.

JOURNAL OF STOMATOLOGY ORAL AND MAXILLOFACIAL SURGERY, vol.122, no.4, pp.333-337, 2021 (SCI-Expanded, Scopus)

Can the blockchain-enabled interplanetary file system (Block-IPFS) be a solution for securely transferring imaging data for artificial intelligence research in oral and maxillofacial radiology?

ORHAN K., BAYRAKDAR İ. Ş., Celik O., Ayan B., Polat E.

IMAGING SCIENCE IN DENTISTRY, vol.51, no.3, pp.337-339, 2021 (ESCI, Scopus)

An artificial intelligence approach to automatic tooth detection and numbering in panoramic radiographs

BİLGİR E., BAYRAKDAR İ. Ş., Celik O., ORHAN K., Akkoca F., SAĞLAM H., et al.

BMC MEDICAL IMAGING, vol.21, no.1, 2021 (SCI-Expanded, Scopus)

Clinically applicable artificial intelligence system for dental diagnosis with CBCT

Ezhov M., Gusarev M., Golitsyna M., Yates J. M., Kushnerev E., Tamimi D., et al.

SCIENTIFIC REPORTS, vol.11, no.1, 2021 (SCI-Expanded, Scopus)

Development and Validation of a Magnetic Resonance Imaging-Based Machine Learning Model for TMJ Pathologies

ORHAN K., Driesen L., Shujaat S., Jacobs R., Chai X.

BIOMED RESEARCH INTERNATIONAL, vol.2021, 2021 (SCI-Expanded, Scopus) Sustainable Development

A deep learning approach for dental implant planning in cone-beam computed tomography images

KURT BAYRAKDAR S., ORHAN K., BAYRAKDAR İ. Ş., BİLGİR E., Ezhov M., Gusarev M., et al.

BMC MEDICAL IMAGING, vol.21, no.1, 2021 (SCI-Expanded, Scopus)

An artificial intelligence proposal to automatic teeth detection and numbering in dental bite-wing radiographs

Yasa Y., Celik O., BAYRAKDAR İ. Ş., Pekince A., ORHAN K., Akarsu S., et al.

ACTA ODONTOLOGICA SCANDINAVICA, vol.79, no.4, pp.275-281, 2021 (SCI-Expanded, Scopus)

Artificial intelligence system for automatic deciduous tooth detection and numbering in panoramic radiographs

Kilic M. C., BAYRAKDAR İ. Ş., Celik O., BİLGİR E., ORHAN K., Aydin O. B., et al.

DENTOMAXILLOFACIAL RADIOLOGY, vol.50, no.6, 2021 (SCI-Expanded, Scopus)

Validation of cervical vertebral maturation stages: Artificial intelligence vs human observer visual analysis

AMASYA H., Cesur E., Yildirim D., ORHAN K.

AMERICAN JOURNAL OF ORTHODONTICS AND DENTOFACIAL ORTHOPEDICS, vol.158, no.6, 2020 (SCI-Expanded, Scopus)

Cone beam computed tomography evaluation of the relationship between atlantodental interval and skeletal facial morphology in adolescents

Cesur E., ORHAN K., Misirli M., Bilecenoglu B.

BRAZILIAN JOURNAL OF OTORHINOLARYNGOLOGY, vol.86, no.6, pp.711-719, 2020 (SCI-Expanded, Scopus)

Evaluation of a metal artifact reduction algorithm and an optimization filter in the estimation of peri-implant dehiscence defects by using cone beam computed tomography: an in-vitro study

BAYRAK S., ORHAN K., Cakmak E. S. K., GÖRÜRGÖZ C., ODABAŞI O., YILMAZ D., et al.

ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY, vol.130, no.2, pp.209-216, 2020 (SCI-Expanded, Scopus)

What can Blockchain technology bring to oral and maxillofacial radiology?

BAYRAKDAR İ. Ş., Yasa Y., DUMAN Ş. B., ORHAN K.

ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY, vol.130, no.2, pp.225-226, 2020 (SCI-Expanded, Scopus)

Evaluation of artificial intelligence for detecting periapical pathosis on cone-beam computed tomography scans

ORHAN K., BAYRAKDAR İ. Ş., Ezhov M., Kravtsov A., ÖZYÜREK T.

INTERNATIONAL ENDODONTIC JOURNAL, vol.53, no.5, pp.680-689, 2020 (SCI-Expanded, Scopus)

Cervical vertebral maturation assessment on lateral cephalometric radiographs using artificial intelligence: comparison of machine learning classifier models

AMASYA H., YILDIRIM D., AYDOĞAN T., Kemaloglu N., ORHAN K.

DENTOMAXILLOFACIAL RADIOLOGY, vol.49, no.5, 2020 (SCI-Expanded, Scopus)

Success Of Artificial Intelligence System In Determining Alveolar Bone Loss From Dental Panoramic Radiography Images

BAYRAKDAR İ. Ş., Ҫelik Ö., BAYRAKDAR İ. Ş., ORHAN K., BİLGİR E., ODABAŞ A., et al.

Cumhuriyet Dental Journal, vol.23, no.4, pp.318-324, 2020 (Scopus, TRDizin)

Diagnostic accuracy of magnetic resonance imaging and clinical signs of temporomandibular joint disorders: a 10-year research update review

ORHAN K., Seki U., Rozylo-Kalinowska I.

ORAL RADIOLOGY, vol.33, no.2, pp.81-91, 2017 (SCI-Expanded, Scopus)

Micro-computed tomographic analysis of progression of artificial enamel lesions in primary and permanent teeth after resin infiltration

Ozgul B. M., ORHAN K., TULGA ÖZ F.

JOURNAL OF ORAL SCIENCE, vol.57, no.3, pp.177-183, 2015 (SCI-Expanded, Scopus)

Analysis of pulp chamber of primary maxillary second molars using 3D micro-CT system: an in vitro study

Orhan A. I., ORHAN K., Ozgul B. M., Oz F. T.

EUROPEAN JOURNAL OF PAEDIATRIC DENTISTRY, vol.16, no.4, pp.305-310, 2015 (SCI-Expanded, Scopus)

Papers Published in Refereed Scientific Meetings

PANORAMİK RADYOGRAFİLERDE OTOMATİK DİŞ ALGILAMA VE NUMARALANDIRMA İÇİN DERİN ÖĞRENME YAKLAŞIMI: BİR YAPAY ZEKÂ PİLOT ÇALIŞMASI

KESER G., YÜLEK H., BAYRAKDAR İ. Ş., NAMDAR PEKİNER F. M., ÇELİK Ö., ORHAN K.

II. Uluslararası Sağlıkta Yapay Zeka Kongresi, Turkey, 16 April 2021, (Summary Text)

A deep learning algorithm for classification of oral lichenoid lesions from photographic images: A retrospective study.

KESER G., BAYRAKDAR İ. Ş., NAMDAR PEKİNER F. M., ÇELİK Ö., ORHAN K.

17th Biennial Congress of EAOM (EAOM21), Porto, Portugal, 24 - 26 September 2021, (Summary Text)

EVALUATION OF PERIAPICAL AND BITE-WING RADIOGRAPHS WITH DEEP LEARNING METHOD AND CLASSIFICATION AS PERIODONTALLY HEALTHY AND WITH PERIODONTITIS

YAVUZ M. B., Salı N., KURT BAYRAKDAR S., BAYRAKDAR İ. Ş., ÇELİK Ö., ORHAN K.

III. Uluslararası Sağlıkta Yapay Zekâ Kongresi, 11 May 2022, (Summary Text)

Detecting periodontal bone loss with an artificial intelligence approach on dental bitewing radiographs

YAVUZ M. B., salı n., ERSÖZ M. M., KURT BAYRAKDAR S., BAYRAKDAR İ. Ş., ÇELİK Ö., et al.

EuroPerio10, 15 June 2022, (Summary Text)

Automated Dental Panoramic Image Segmentation Using Transfer Learning Based CNNs

Caylak T., YETİK İ. Ş., Culhaoglu A., ORHAN K., KILIÇARSLAN M. A.

29th International Conference on Systems, Signals and Image Processing (IWSSIP), Sofija, Bulgaria, 1 - 03 June 2022, (Full Text)

A NEW METHOD İN THE DETECTION OF LYMPH NODE METASTASIS OF NSCLC:MICRO CT

KAYI CANGIR A., ORHAN K., GÜNEŞ S. G., ÖZAKINCI H., KAHYA Y., KARASOY D., et al.

MicroCT User Meeting 2021, Netherlands, 12 October 2021, (Full Text)

Panoramik Radyografilerde Dental İmplantların, İyileşme Başlıklarının ve İmplant Üstü Protezlerin Otomatik Tespiti: Bir Yapay Zeka Çalışması

SALI N., YAVUZ M. B., KURT BAYRAKDAR S., BAYRAKDAR İ. Ş., ÇELİK Ö., ORHAN K.

3. Uluslararası Sağlıkta Yapay Zeka Kongresi, ÇEVRİMİÇİ, Turkey, 11 - 13 May 2022, (Summary Text)

Biyobasım Sonrası implant görüntülenmesi: Mikro CT

Büyüksungur A.

Doku Mühendisliğinde Biyobasım: Polimerik Malzemeler, Biyoseramik Kompozitler ve Doku Özdeşleri, Kocaeli, Turkey, 02 November 2016, (Unpublished)

Intraoral fotoğraflarda oral pigmente lezyonların teşhisi: bir yapay zekâ çalışması

BİLGİR E., ÖZDEMİR S. N., BAYRAKDAR İ. Ş., ÇELİK Ö., ORHAN K., AKGÜL H. M.

2. Uluslararası Ağız Kanserleri Kongresi, Turkey, 5 - 08 October 2023, (Summary Text)

3D Bone Tumor Model by Tissue Engineering Approach

Kömez A., Büyüksungur A., Hasırcı N., Hasırcı V.

BIOMED2019-24th International Biomedical Science and Technology Symposium, İzmir, Turkey, 17 - 20 October 2019, pp.201, (Summary Text)

Detection of Periodontal Bone Loss Types and Furcation Defects from Panoramic Radiographs with Deep Learning Algorithms

KURT BAYRAKDAR S., ÇELİK Ö., BAYRAKDAR İ. Ş., BİLGİR E., ORHAN K.

II. Uluslararası Sağlıkta Yapay Zeka Kongresi, İzmir, Turkey, 16 - 18 April 2021, (Summary Text)

AUTOMATIC DETECTION OF DENTAL IMPLANTS, GINGIVA FORMERS AND IMPLANT SUPPORTED CROWNS IN PANORAMIC RADIOGRAPHIES: AN ARTIFICIAL INTELLIGENCE STUDY.

Salı N., YAVUZ M. B., BAYRAKDAR İ. Ş., KURT BAYRAKDAR S., ÇELİK Ö., ORHAN K.

III. Uluslararası Sağlıkta Yapay Zekâ Kongresi, 11 May 2022, (Summary Text)

3D Printed, Tissue Engineered Femoral Implant Design and Production

Büyüksungur S., Büyüksungur A., Hasırcı N., Hasırcı V. N.

BIOMED2015-21th International Biomedical Science and Technology Symposium,, Antalya, Turkey, 22 - 24 October 2015, pp.126, (Summary Text)

Detection of Tooth Numbering, Gingival Inflammation, Gingival Hyperplasia and Frenulum in Dental Photographs Using Artificial Intelligence Algorithms: An Initial Study

YAVUZ M. B., SALI N., UĞURLU M., KURT BAYRAKDAR S., BAYRAKDAR İ. Ş., ÇELİK Ö., et al.

Türk Periodontoloji Derneği 50. Uluslararası Çevrim İçi Kongresi, ÇEVRİMİÇİ, Turkey, 5 - 06 November 2021, (Summary Text)

Registration of Histopathology and micro CT slices for quantifying periapical lesions in a rat model

Orhan K., Aksoy U., Büyüksungur A., Savtekin ‪., Şehirli A. Ö., Özkayalar H.

CARS 2018—Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition, Berlin, Germany, 20 - 23 June 2018, pp.269, (Summary Text)

A DEEP LEARNING APPRROACH TO DETECTION OF ORAL CANCER LESIONS FROM INTRA ORAL PATIENT IMAGES

KESER G., NAMDAR PEKİNER F. M., BAYRAKDAR İ. Ş., ÇELİK Ö., ORHAN K.

International Congress of Oral Cancer Current Approaches, İzmir, Turkey, 5 - 07 October 2023, (Summary Text)

Modelling of 3D Scaffolds for Patient Specific Implants

Büyüksungur A., Endoğan Tanır T., Hasırcı N., Hasırcı V. N.

BIOMED2015-21th International Biomedical Science and Technology Symposium,, Antalya, Turkey, 22 - 24 October 2015, pp.138, (Summary Text)

Publications

Articles

Papers Published in Refereed Scientific Meetings

Books & Book Chapters