COMPUTATIONAL PATHOLOGY IN ORAL POTENTIALLY MALIGNANT DISORDERS - Softcover

KUTTAPPAN, SMITHA; George Mathew, Deepu; Thomas, Priya

 
9786630091625: COMPUTATIONAL PATHOLOGY IN ORAL POTENTIALLY MALIGNANT DISORDERS
Softcover
ISBN 10: 6630091620 ISBN 13: 9786630091625
Publisher: LAP Lambert Academic Publishing, 2026

Synopsis

Computational pathology is an emerging field that integrates digital pathology, artificial intelligence (AI), machine learning (ML), and image analysis techniques to enhance the diagnosis, grading, risk assessment, and management of oral potentially malignant disorders (OPMDs). OPMDs, including oral leukoplakia, oral erythroplakia, oral submucous fibrosis, and oral lichen planus, possess varying risks of malignant transformation into oral squamous cell carcinoma (OSCC). Accurate prediction of this transformation remains a significant challenge in conventional histopathology due to interobserver variability and subjective interpretation. Computational pathology represents a transformative approach in the evaluation of OPMDs. By providing objective, quantitative, and reproducible analyses, it has the potential to improve diagnostic accuracy, predict malignant transformation more effectively, and facilitate personalized patient management, ultimately contributing to better outcomes in oral cancer prevention and early detection.

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Publisher
LAP Lambert Academic Publishing
Publication date
2026
Language
English
ISBN 10 
6630091620
ISBN 13 
9786630091625
Binding
Paperback
Number of pages
128