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IA y Herramientas Digitales en Dermatología: Abordando el Acceso y la Desinformación

Dominique du Crest1, Monisha Madhumita2, Wendemagegn Enbiale3

  • 1SkinAid SAS, 50 Rue Danton, Levallois Perret, 92300, France, 33 620715128.

JMIR dermatology
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La dermatología digital utiliza la tecnología para mejorar la salud de la piel, especialmente para grupos desatendidos. Garantizar la equidad de la IA y combatir la desinformación son clave para una atención equitativa.

Palabras clave:
IAIA en la atención médicaLLMinteligencia artificialdermatologíadermatología digitalsalud digitalIA éticasalud globaltecnología de la saludmodelo de lenguaje grandedesinformacióndermatología radicalpielredes socialesteledermatología

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Área de la Ciencia:

  • Dermatología y Salud Digital
  • Equidad en Salud
  • Inteligencia Artificial en Medicina

Sus antecedentes:

  • Las enfermedades de la piel son una carga importante para la salud mundial, que causan una discapacidad significativa.
  • La dermatología digital ofrece el potencial de abordar las disparidades en la atención dermatológica basadas en la geografía, los ingresos y el tipo de piel.
  • Las herramientas digitales de salud existentes corren el riesgo de exacerbar las inequidades si no se diseñan e implementan cuidadosamente.

Objetivo del estudio:

  • Examinar cómo la dermatología digital puede promover la equidad en la salud de la piel.
  • Identificar prioridades para aprovechar las tecnologías digitales en dermatología.
  • Proponer estrategias para navegar las complejidades éticas de la dermatología digital.

Principales métodos:

  • Revisión conceptual y narrativa basada en diálogos de expertos y literatura.
  • Análisis de intercambios entre múltiples partes interesadas de la Cumbre de Piel y Digital (2023-2025) y foros globales.
  • Examen de estudios de caso, incluida la aplicación de salud de la piel de la Organización Mundial de la Salud con IA.

Principales resultados:

  • La dermatología digital puede ampliar el acceso a la atención, mejorar el diagnóstico y empoderar a los pacientes.
  • Las prioridades clave incluyen plataformas digitales escalables, equidad en la IA con conjuntos de datos diversos y lucha contra la desinformación.
  • Un concepto de bot propuesto puede analizar la literatura, clasificar la evidencia y brindar orientación personalizada.

Conclusiones:

  • La dermatología digital tiene un potencial transformador para la equidad en la salud de la piel, pero enfrenta desafíos como el sesgo algorítmico y el acceso digital desigual.
  • El diseño y la implementación intencionales son cruciales para evitar que las herramientas digitales amplifiquen las disparidades existentes.
  • Se necesita un enfoque proactivo, denominado 'dermatología radical', para que los dermatólogos y las partes interesadas lideren la transformación digital en la salud de la piel.