๐Ÿง‘๐Ÿผโ€๐Ÿ’ป Research - October 29, 2025

[Applications and perspectives of artificial intelligence in periodontology].

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โšก Quick Summary

This article explores the transformative role of artificial intelligence (AI) in periodontology, highlighting its potential in clinical diagnosis, risk assessment, and personalized treatment planning. By utilizing advanced technologies like deep learning and natural language processing, AI enhances the detection of periodontal diseases and improves patient care outcomes.

๐Ÿ” Key Details

  • ๐Ÿ“Š Core Technologies: Deep learning, machine learning, natural language processing
  • ๐Ÿงฉ Applications: Clinical diagnosis, risk assessment, personalized treatment planning, remote patient care
  • โš™๏ธ Benefits: Enhanced sensitivity in disease detection, precise quantification of bone loss and tissue damage
  • ๐Ÿ† Patient Outcomes: Improved adherence to self-care protocols, enhanced oral health-related quality of life

๐Ÿ”‘ Key Takeaways

  • ๐Ÿค– AI is revolutionizing periodontology by integrating multimodal data for better risk prediction.
  • ๐Ÿ“ˆ Enhanced detection of early periodontal disease through advanced AI algorithms.
  • ๐Ÿ’ก Personalized treatment plans are now more feasible with AI’s data synthesis capabilities.
  • ๐ŸŒ Remote monitoring helps patients maintain self-care, improving treatment satisfaction.
  • ๐Ÿ“š AI’s role in research includes large-scale data mining and virtual clinical simulations.
  • โš–๏ธ Challenges remain regarding model generalizability, data quality, and ethical concerns.
  • ๐Ÿ”— Future prospects include the development of multi-center big-data platforms for enhanced integration.

๐Ÿ“š Background

The field of periodontology has traditionally relied on clinical expertise and manual assessments for diagnosing and treating periodontal diseases. However, the rapid advancement of artificial intelligence offers new avenues for improving diagnostic accuracy and treatment efficacy. By harnessing AI technologies, practitioners can now access tools that enhance their ability to predict risks and tailor treatments to individual patient needs.

๐Ÿ—’๏ธ Study

The article discusses various applications of AI in periodontology, emphasizing its role in clinical diagnosis, risk assessment, and personalized treatment planning. It highlights how AI can integrate diverse data sources, including medical history and imaging, to provide comprehensive insights into a patient’s periodontal health.

๐Ÿ“ˆ Results

AI technologies have shown significant improvements in the sensitivity of early periodontal disease detection and the quantification of alveolar bone loss and soft tissue damage. These advancements lead to more accurate risk predictions and personalized therapeutic recommendations, ultimately enhancing patient care and satisfaction.

๐ŸŒ Impact and Implications

The integration of AI in periodontology has profound implications for both clinical practice and patient outcomes. By facilitating remote monitoring and personalized health counseling, AI not only improves adherence to self-care protocols but also enhances the overall quality of life for patients. Furthermore, the potential for AI in research and education could lead to significant advancements in the field, paving the way for a more data-driven approach to periodontal care.

๐Ÿ”ฎ Conclusion

The applications of artificial intelligence in periodontology represent a significant leap forward in the management of periodontal diseases. As AI continues to evolve, it promises to enhance diagnostic efficiency and patient health outcomes, ushering in a new era of precision medicine and digital healthcare. Continued research and development in this area are essential to fully realize the potential of AI in improving periodontal care.

๐Ÿ’ฌ Your comments

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[Applications and perspectives of artificial intelligence in periodontology].

Abstract

Artificial intelligence (AI) is rapidly advancing in periodontology, bringing new opportunities to clinical diagnosis, risk assessment, personalized treatment planning, and remote patient care. Leveraging core technologies such as deep learning, machine learning, and natural language processing, AI significantly enhances the sensitivity of early periodontal disease detection and provides precise quantification of alveolar bone loss and soft tissue damage. AI facilitates multimodal data integration by synthesizing medical history, lifestyle factors, and imaging data, thereby offering enhanced accurate risk prediction and personalized therapeutic recommendations. By integrating remote monitoring with tailored health counseling, AI helps patients maintain adherence to self-care protocols, significantly improving their oral health-related quality of life and treatment satisfaction. Moreover, AI demonstrates considerable potential in periodontal research and education, particularly in large-scale data mining, virtual clinical case simulations, and natural language processing-assisted literature management. Nevertheless, challenges remain concerning model generalizability, data quality, ethical concerns, and interpretability. The advancement of multi-center big-data platforms is expected to foster a profound integration of AI and periodontology, propelling precision medicine and digital healthcare, enabling holistic management from prevention to long-term care, and enhancing diagnostic efficiency and patient health outcomes.

Author: [‘Lรผ C’, ‘Ge S’]

Journal: Hua Xi Kou Qiang Yi Xue Za Zhi

Citation: Lรผ C and Ge S. [Applications and perspectives of artificial intelligence in periodontology]. [Applications and perspectives of artificial intelligence in periodontology]. 2025; 43:620-627. doi: 10.7518/hxkq.2025.2025103

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