Exploring AI as a Diagnostic Tool in Medical Imaging for Dermatopathological Diseases.

AI / informaticsIndian journal of dermatology· 2026

Exploring AI as a Diagnostic Tool in Medical Imaging for Dermatopathological Diseases.

Pravallika Kakada, Pratibha Ramani, Venkatesan Rajinikanth, V R Janaki

Read paper

DermatopathologyAI / informaticsQ3IF 0.9

Artificial intelligence model distinguishes pemphigus lesions from healthy mucosa with over 92% accuracy

Exploring AI as a Diagnostic Tool in Medical Imaging for Dermatopathological Diseases.

Pravallika Kakada … V R Janaki

Indian journal of dermatology · 2026 · Q3 in Dermatology

Background

Oral health is critical to overall well-being, with abnormalities leading to various health issues.

Purpose

This study aims to develop an artificial intelligence (artificial intelligence) tool utilizing deep learning techniques for the detection of pemphigus from clinical and histological images, enhancing diagnostic accuracy.

Methods

A supervised learning approach was employed, utilizing a pre-trained MobileNet deep learning model to classify histology images into healthy and pemphigus categories.

92%

Results

92%

Artificial intelligence told mucosa from pemphigus lesions right most of the time

More results

The proposed artificial intelligence tool can serve as an initial diagnostic check, facilitating faster treatment planning.

“

Conclusion · 1 of 2

The implementation of an artificial intelligence-based diagnostic tool for pemphigus detection demonstrates significant potential in reducing the diagnostic burden in clinical settings.

Conclusion · 2 of 2

Future work will focus on real-time disease detection applications.

Exploring AI as a Diagnostic Tool in Medical Imaging for Dermatopathological Diseases.

Exploring AI as a Diagnostic Tool in Medical Imaging for Dermatopathological Diseases.

Related papers