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Digital pathology: Revolutionizing oral and maxillofacial diagnostics.
Mrunali Ghanasham Gharat1, Sneha Masne Deshpande1, Swati Dhone2
1Department of Oral Pathology and Microbiology Bharati Vidyapeeth (Deemed to be University) Dental College and Hospital, Belapur, Navi Mumbai - 400614, Maharashtra, India.
Digital pathology (DP) enhances oral and maxillofacial pathology (OMP) diagnostics using Whole Slide Imaging (WSI), Artificial Intelligence (AI), and telepathology. These technologies improve accuracy, efficiency, and remote consultations, despite data management challenges.
Area of Science:
- Oral and Maxillofacial Pathology
- Digital Pathology
- Medical Imaging Analysis
Background:
- Digital pathology (DP) is transforming oral and maxillofacial pathology (OMP), improving diagnostic accuracy and efficiency.
- Whole Slide Imaging (WSI), Artificial Intelligence (AI), and telepathology are key components of DP in OMP.
- These technologies offer potential for enhanced cancer diagnosis through improved pattern recognition and predictive accuracy.
Purpose of the Study:
- To report on the potential of WSI, AI, and telepathology in OMP.
- To highlight the role of these technologies in remote consultations and automated image analysis.
- To discuss the benefits and challenges of integrating DP into OMP practice.
Main Methods:
- Review of current applications and potential of WSI, AI, and telepathology in OMP.
- Discussion of AI and Machine Learning (ML) advancements in diagnostic pattern recognition.
- Consideration of challenges including data management and ethical issues.
Main Results:
- DP, WSI, AI, and telepathology significantly enhance diagnostic accuracy and efficiency in OMP.
- AI and ML improve pattern recognition and predictive accuracy in cancer diagnosis.
- Remote consultations and automated image analysis are facilitated by these digital tools.
Conclusions:
- Digital pathology, WSI, AI, and telepathology hold significant promise for advancing OMP.
- Integration of these technologies can lead to improved patient outcomes.
- Further research is needed to address challenges and fully integrate DP into OMP practice.
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