Chatbot para la Solicitud de Atenciones Médicas en Entidades Públicas para Personas Sordomudas en el Perú Utilizando Inteligencia Artificial

Nahomy K. Laos Bravo, Keiji E. Shinoda Linares, Alfredo Barrientos Padilla

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

The purpose of this project is to create a mobile application using Flutter that allows people with hearing and speech disabilities to make medical care requests in public hospitals faster and get facilities to communicate with doctors through a chat. The chatbot must have access to the camera. In addition, you will be able to use sign language, then get translated and add that information to the request for medical attention. This can be achieved after training a model using Tensorflow. We used a minimum of 500 images for each sign to train the model. After the training and the tests to validate the accuracy of the model, this was exported as a Tflite file and incorporated into the application using the Tflite Library. Firebase was used for the database, where all the users, appointments, and chats will be registered. The validation of the application demonstrated that the satisfaction from users was high enough because it was easy and fast to use.

Título traducido de la contribuciónChatbot for the request of medical attention in public entities for deaf-mute people in Peru using artificial intelligence
Idioma originalEspañol
Título de la publicación alojadaCISCI 2024 - Vigesima Tercera Conferencia Iberoamericana en Sistemas, Cibernetica e Informatica, Vigesimo Primer Simposium Iberoamericano en Educacion, Cibernetica e Informatica, SIECI 2024 - Memorias
EditoresNagib C. Callaos, Jesus de la Fuente Arias, Jeremy Horne, Belkis Sanchez, Andres Tremante
EditorialInternational Institute of Informatics and Cybernetics
Páginas328-334
Número de páginas7
Edición2024
ISBN (versión digital)9781950492817
DOI
EstadoPublicada - 2024
EventoVigesima Tercera Conferencia Iberoamericana en Sistemas, Cibernetica e Informatica, CISCI 2024, Vigesimo Primer Simposium Iberoamericano en Educacion, Cibernetica e Informatica, SIECI 2024 - 23rd Ibero-American Conference on Systems, Cybernetics and Informatics, CISCI 2024 and 21st Ibero-American Symposium on Education, Cybernetics and Informatics, SIECI 2024 - Virtual, Online
Duración: 10 set. 202413 set. 2024

Conferencia

ConferenciaVigesima Tercera Conferencia Iberoamericana en Sistemas, Cibernetica e Informatica, CISCI 2024, Vigesimo Primer Simposium Iberoamericano en Educacion, Cibernetica e Informatica, SIECI 2024 - 23rd Ibero-American Conference on Systems, Cybernetics and Informatics, CISCI 2024 and 21st Ibero-American Symposium on Education, Cybernetics and Informatics, SIECI 2024
CiudadVirtual, Online
Período10/09/2413/09/24

Palabras clave

  • Artificial Intelligence
  • Chatbot
  • Medical Care
  • Natural Language Processing
  • Sign Language

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