Soner Sismanoglu

Dr. Soner Sismanoglu

Restorative Dentistry, Istanbul University-Cerrahpasa, Istanbul, İstanbul, Turkey (Türkiye)
orcid

Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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10 February 2025 in BMC Medical Education
Verified
Journal Article
Open access
PDF file
Soner SismanogluSoner Sismanoglu
Soner Sismanoglu
BÇBelen Şirinoğlu Çapan
Belen Şirinoğlu Çapan
AI-powered chatbots have spread to various fields including dental education and clinical assistance to treatment planning. The aim of this study is to assess and compare leading AI-powered chatbot performances in dental specialization exam (DUS) administered in Turkey and compare it with the best performer of that year. DUS questions for 2020 and 2021 were directed to ChatGPT-4.0 and Gemini Advanced individually. DUS questions were manually entered into AI-powered chatbot in their original form, in Turkish. The results obtained were compared with each other and the year’s best performers. Candidates who score at least 45 points on this centralized exam are deemed to have passed and are eligible to select their preferred department and institution. The data was statistically analyzed using Pearson’s chi-squared test (p < 0.05). ChatGPT-4.0 received 83.3% correct response rate on the 2020 exam, while Gemini Advanced received 65% correct response rate. On the 2021 exam, ChatGPT-4.0 received 80.5% correct response rate, whereas Gemini Advanced received 60.2% correct response rate. ChatGPT-4.0 outperformed Gemini Advanced in both exams (p < 0.05). AI-powered chatbots performed worse in overall score (for 2020: ChatGPT-4.0, 65,5 and Gemini Advanced, 50.1; for 2021: ChatGPT-4.0, 65,6 and Gemini Advanced, 48.6) when compared to overall scores of the best performer of that year (68.5 points for year 2020 and 72.3 points for year 2021). This poor performance also includes the basic sciences and clinical sciences sections (p < 0.001). Additionally, periodontology was the clinical specialty in which both AI-powered chatbots achieved the best results, the lowest performance was determined in the endodontics and orthodontics. AI-powered chatbots, namely ChatGPT-4.0 and Gemini Advanced, passed the DUS by exceeding the threshold score of 45. However, they still lagged behind the top performers of that year, particularly in basic sciences, clinical sciences, and overall score. Additionally, they exhibited lower performance in some clinical specialties such as endodontics and orthodontics.

1 January 2020 in The Journal of Advanced Prosthodontics
Verified
Journal Article
Open access
PDF file
Soner SismanogluSoner Sismanoglu
Soner Sismanoglu
AGAliye Tuğçe Gürcan
Aliye Tuğçe Gürcan
ZYZuhal Yıldırım-Bilmez
Zuhal Yıldırım-Bilmez
RORana Turunç Oğuzman
Rana Turunç Oğuzman
BGBurak Gümüştaş
Burak Gümüştaş
Şişmanoğlu S, et al. J Adv Prosthodont. 2020 Feb;12(1):22-32. https://doi.org/10.4047/jap.2020.12.1.22

1 August 2020 in The Journal of Prosthetic Dentistry
Verified
Journal Article
Closed access
Soner SismanogluSoner Sismanoglu
Soner Sismanoglu
ZYZuhal Yildirim-Bilmez
Zuhal Yildirim-Bilmez
AEAysegul Erten-Taysi
Aysegul Erten-Taysi
PEPınar Ercal
Pınar Ercal

17 March 2021 in Medical & Biological Engineering & Computing
Verified
Journal Article
Closed access
PDF file
PEPinar Erçal
Pinar Erçal
ATAysegul Erten Taysi
Aysegul Erten Taysi
DADemet Cagil Ayvalioglu
Demet Cagil Ayvalioglu
MEMeltem Mert Eren
Meltem Mert Eren
Soner SismanogluSoner Sismanoglu
Soner Sismanoglu

14 April 2021 in Clinical Oral Investigations
Verified
Journal Article
Closed access
PDF file
ATAysegul Erten Taysi
Aysegul Erten Taysi
PEPinar Ercal
Pinar Ercal
Soner SismanogluSoner Sismanoglu
Soner Sismanoglu