Multimodal AI Aids Specialist and General Physicians in Skin Cancer Diagnosis

Major Finding: PanDerm is an AI-powered tool developed to improve the diagnostic accuracy of many skin conditions. Concept: Trained on various image types, PanDerm improves clinicians’ diagnostic accuracy and outperforms similar models in many clinical tasks. Impact: These findings suggest the benefit of AI support in aiding specialists and primary care physicians in the management of skin conditions including cancer.

Publication Details

Journal
Cancer Discovery
Published
2025-01-01
DOI
https://doi.org/10.1158/2159-8290.cd-rw2025-051
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
Field-Weighted Citation Impact
0.00
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article

Multimodal AI Aids Specialist and General Physicians in Skin Cancer Diagnosis

Cancer Discovery
Impact of AI and Big Data on Business and Society
article

Multimodal AI Aids Specialist and General Physicians in Skin Cancer Diagnosis

article en

Abstract

Major Finding: PanDerm is an AI-powered tool developed to improve the diagnostic accuracy of many skin conditions. Concept: Trained on various image types, PanDerm improves clinicians’ diagnostic accuracy and outperforms similar models in many clinical tasks. Impact: These findings suggest the benefit of AI support in aiding specialists and primary care physicians in the management of skin conditions including cancer.

Cancer Discovery
Good health and well-being
Openalex Percentile: Top 84%
Impact of AI and Big Data on Business and Society
DOISourceOpenAlex
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Multimodal AI Aids Specialist and General Physicians in Skin Cancer Diagnosis · Cancer Discovery (2025) | TGRS Research Map | TGRS