Marielaina Perrone DDS
Marielaina Perrone DDS
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Exploring the Role of AI in Periodontal Disease Diagnosis

Exploring the Role of AI in Periodontal Disease Diagnosis

6/8/2025 9:17:58 AM   |   Comments: 0   |   Views: 16

As digital innovation continues to influence healthcare, dentistry is experiencing its own transformation—particularly in detecting and managing periodontal disease. One of the most promising developments is the application of artificial intelligence (AI) in periodontal diagnostics.

While this technology is still in the early stages of clinical adoption, its potential to not only enhance diagnostic accuracy but also significantly improve patient outcomes is a source of optimism and draws increasing interest from dental professionals nationwide.

The Challenge of Periodontal Diagnosis

Periodontal disease, a chronic inflammatory condition affecting the supporting structures of the teeth, is one of the most prevalent oral health issues in adults. Early detection is essential to prevent progression and tooth loss. However, while effective, manual periodontal charting and radiographic interpretation are subject to variability between practitioners.

“Traditional periodontal probing is a critical tool, but it's not without limitations,” explains Dr. Marielaina Perrone, DDS, a cosmetic and implant dentist in Henderson, NV. “The accuracy can vary based on the clinician, patient anatomy, and even patient discomfort during the exam.”

This is where AI has the potential to play a supportive role.

How AI May Support Diagnosis

For instance, there are AI systems being developed to analyze dental radiographs, such as panoramic or periapical X-rays, to help detect early signs of bone loss and periodontal deterioration. These tools aim to provide consistent measurements of the distance between the cementoenamel junction and alveolar crest, key indicators of periodontal health.

Some systems also explore the ability to stage and grade periodontal disease using imaging data to detect disease severity and progression patterns. Early studies suggest that AI may assist in identifying subtle changes that may be overlooked during traditional evaluations.

“AI offers the promise of greater consistency and objectivity, especially when measuring radiographic bone levels,” says Dr. Perrone. “That could eventually help standardize periodontal assessments across the board.”

Benefits for Patient Communication

AI-generated visuals and annotated imaging have the potential to significantly enhance patient understanding. When patients can see the areas of concern marked clearly on an image, they are more likely to be receptive to recommended gum disease treatment, thereby improving patient care and communication.

“Patient education is one of the most important parts of periodontal care,” Dr. Perrone adds. “Any tool that helps patients better understand their condition is a step forward.”

Important Considerations

It’s important to note that while AI in periodontal diagnosis shows promise, it is still evolving and has its limitations. Many systems are not yet integrated into routine clinical workflows and require further validation in diverse patient populations.

Dr. Perrone notes, “I’m closely watching how AI progresses in this area, but I currently rely on traditional probing and radiographic assessments for periodontal diagnosis. That said, AI could become a valuable adjunct to clinical judgment.”

Final Thoughts

AI technology is not a replacement for clinical expertise—it is a potential enhancement. As more research emerges and these tools become more accessible, AI could improve the precision, efficiency, and clarity of periodontal evaluations.

For now, dental professionals should stay informed and critically evaluate how AI might complement their diagnostic approach in the future.

We’re in the early stages, but the potential is exciting,” Dr. Perrone concludes. “Anything that can improve accuracy and patient outcomes is worth exploring.”

About Dr. Marielaina Perrone, DDS

 Dr. Perrone is a cosmetic and implant dentist practicing in Henderson, NV, with over 20 years of clinical experience. Her patient-centered approach blends advanced dental techniques with a strong focus on preventive care and overall wellness. She has been closely following the development of AI in dentistry and is excited about its potential to enhance patient care.

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