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[Artificial intelligence and smartphone program applications (Apps) : Relevance for dermatological practice]
A Blum1, S Bosch2, H A Haenssle3
1Hautarzt- und Lehrpraxis, Augustinerplatz 7, 78462, Konstanz, Deutschland. a.blum@derma.de.
Artificial intelligence (AI) offers potential benefits in dermato-oncology, improving patient care and dermatologist focus. However, challenges in trust, data accuracy, and medicolegal frameworks must be addressed for effective AI integration.
Area of Science:
- Dermato-oncology
- Medical Artificial Intelligence
Background:
- Increasing skin cancer incidence and a declining dermatologist workforce necessitate innovative solutions.
- Artificial intelligence (AI) presents potential advancements in managing dermatological conditions.
Purpose of the Study:
- To explore the advantages and disadvantages of AI in dermato-oncology.
- To outline requirements for responsible implementation of AI-powered smartphone applications.
Main Methods:
- Review of potential benefits of AI in dermato-oncology.
- Analysis of risks and challenges associated with AI use in clinical practice.
- Identification of prerequisites for effective smartphone application deployment.
Main Results:
- AI can enhance focus on skin cancer patients, improve treatment efficiency, and facilitate learning.
- Potential drawbacks include reduced patient-physician contact, increased workload for verifying AI classifications, and challenges in recognizing AI errors.
- Current AI apps lack sufficient diagnostic support from clinical images; medicolegal and remuneration issues remain unresolved.
- Smartphone apps require high image quality, easy data entry, secure transmission, and clarified legal/financial aspects for responsible use.
Conclusions:
- Responsible AI integration in dermato-oncology requires addressing trust, accuracy, and regulatory concerns.
- Smartphone applications hold promise for patient education and teledermatology, contingent upon meeting specific implementation criteria.
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