Employment of data mining techniques in medical records: Identification of patterns related to eye diseases in pediatric patients - Couverture souple

Faria Gappo Prata, Adriana; Rodriguez Y Rodriguez, Martius Vicente; Dutra Moraes Barbosa, Adauto

Couverture souple

ISBN 10 : 6202785608 ISBN 13 : 9786202785600

Editeur : Our Knowledge Publishing, 2020

Synopsis

Having good visual acuity is important for normal physical and cognitive development in a child, contributing to his/her socialization and learning. Some conditions can impair the development of vision in the first seven years of life causing Amblyopia, being of paramount importance its early diagnosis and treatment. With the growing computerization in the health area, large databases are being fed with patient records, complementary exams, health plan data, and data from the use of wearables (smartphones and smartwhatches), becoming necessary to analyze them the use of artificial intelligence and Data Mining techniques, to find consistent patterns, discover relationships between the data, perform classifications, make forecasts, test hypotheses, among others. With this we can help in the decision making in the medical area, aiming the prevention of potential diseases both at the doctor-patient level (precision medicine) and at the public health level.

Détails de l'édition

• Éditeur: Our Knowledge Publishing
• Date d'édition: 2020
• Langue: anglais
• ISBN 10: 6202785608
• ISBN 13: 9786202785600
• Reliure: Broché
• Nombre de pages: 72
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible