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Stud Health Technol Inform ; 293: 85-92, 2022 May 16.
Artículo en Inglés | MEDLINE | ID: mdl-35592965

RESUMEN

In many developing countries like India, there is a widespread lack of general awareness about the importance of good oral health, which causes dental patients to neglect their oral hygiene, thus precipitating many long-term ailments. We developed an application that promotes the significance of regular dental checkups and oral health care by explaining to patients how these are intrinsic to overall health. Our application, in essence, extracts relevant health information from published scientific studies according to a patient's medical history and shares it with the patient at the discretion of the supervising dentist, thereby empowering patients to make more informed decisions. We present a detailed overview of our semi- autonomous machine learning-based solution, along with the complex challenges involved in the design, development, and real-world deployment of our application. Finally, we conducted a randomized parallel-group study in India with 224 dental patients over two years to assess the utility of our proposed solution. Results show our application improved the patient recall rate from 21.1% to 37.8% (p-value = 0.024).


Asunto(s)
Atención Odontológica , Aprendizaje Automático , Salud Bucal , Educación del Paciente como Asunto , Enfermedades Estomatognáticas , Cuidados Posteriores/métodos , Atención Odontológica/métodos , Promoción de la Salud/métodos , Humanos , India , Educación del Paciente como Asunto/métodos , Ensayos Clínicos Controlados Aleatorios como Asunto , Enfermedades Estomatognáticas/prevención & control , Enfermedades Estomatognáticas/terapia
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