Research map: Accuracy of Artificial Intelligence based chatbots in reporting jaw lesions from multimodal radiographic images: A cross-sectional study

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  1. Survey of Hallucination in Natural Language Generation · Ziwei Ji · 2022 · 4543 citations · Cited by this paper
  2. Detection of dental restorations and prosthesis devices in panoramic dental X-ray using fast region-based convolutional neural network · 2025 · Related
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  9. Dental Caries Detection and Classification in CBCT Images Using Deep Learning · Rasool Esmaeilyfard · 2023 · 93 citations · Cited by this paper
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  13. Deep learning for categorization of endodontic lesion based on radiographic periapical index scoring system · Navas P. Moidu · 2021 · 71 citations · Cited by this paper
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  15. Detection of periodontal bone loss patterns and furcation defects from panoramic radiographs using deep learning algorithm: a retrospective study · Sevda Kurt Bayrakdar · 2024 · 70 citations · Cited by this paper
  16. Automated tooth numbering on panoramic radiographs versus cone-beam computed tomographs: a diagnostic accuracy study of a commercial artificial intelligence system · 2026 · Related
  17. Present status and future directions: Imaging techniques for the detection of periapical lesions · Elisabetta Cotti · 2022 · 60 citations · Cited by this paper
  18. Low-dose cone-beam CT in implant dentistry: a clinical validation of diagnostic sufficiency · 2026 · Related
  19. Diagnostic Performance of Large Language Models in Multimodal Analysis of Radiolucent Jaw Lesions · K T Kim · 2025 · 18 citations · Cited by this paper
  20. Diagnostic Imaging of Oral and Maxillofacial Anatomy and Pathology · Lenin Arturo Villamizar-Martinez · 2021 · 14 citations · Cited by this paper
  21. The role of large language models in dental diagnosis, decision-making, and communication: A systematic review · Taibe Tokgöz Kaplan · 2026 · 11 citations · Cited by this paper
  22. LLM and AI Agents for Autonomous Systems: A Survey of Applications, Datasets, and Security Challenges · Mohamed Amine Ferrag · 2026 · 9 citations · Cited by this paper
  23. Digital Dental Radiology and Diagnostics—From 2D to 3D · Matheus L. Oliveira · 2025 · 8 citations · Cited by this paper
  24. Accuracy and reliability of Manus, ChatGPT, and Claude in case-based dental diagnosis · Ahmed A. Madfa · 2026 · 6 citations · Cited by this paper
  25. From Dialogue Systems to Autonomous Agents: A Modeling Framework for Ethical Generative AI in Healthcare · James C. L. Chow · 2026 · 6 citations · Cited by this paper
  26. Comparative performance evaluation of ChatGPT-4 Omni and Gemini Advanced in the Turkish Dentistry Specialization Exam · Makbule Buse Dündar Sarı · 2026 · 5 citations · Cited by this paper
  27. Performance of AI Chatbots in Preliminary Diagnosis of Maxillofacial Pathologies · Rıdvan Güler · 2025 · 4 citations · Cited by this paper
  28. AI ‐Generated MCQs for Pre‐Doctoral Oral and Maxillofacial Radiology: Acceptable Efficiency With Cognitive‐Level Limitations · Noha Mohamed Elkersh · 2026 · 3 citations · Cited by this paper
  29. Evaluation of ChatGPT’s ability to detect intraosseous pathologies with panoramic radiographs · Gamze Şirin Sarıbal · 2026 · 2 citations · Cited by this paper
  30. Pseudo-color enhancement of CBCT images as a diagnostic tool for radicular cysts and periapical granulomas: A clinical feasibility study · Noha Mohamed Elkersh · 2025 · 1 citation · Cited by this paper
  31. Assessing diagnostic performance of multimodal AI and human experts in oral and maxillofacial radiography: a comparative analysis of ChatGPT, Grok, and MANUS · Ahmed A. Madfa · 2026 · 1 citation · Cited by this paper

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