Publication: User Awareness System to Diagnose Dermatological Diseases
DOI
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Type:
Article
Date
2020-12-18
Journal Title
Journal ISSN
Volume Title
Publisher
Foundation of Computer Science
Abstract
Nowadays, humans' health is deteriorating by dermatological
diseases, and the spreading rate is high. Most people are not
aware of skin diseases. As they do not realize these diseases'
seriousness, they try to treat with some remedies by
themselves, even without knowing what the actual disease is.
Nevertheless, it is not a suitable way to cure the disease,
leading to future complications. So still the dermatological
diseases remain as one of the main categories of common
health issues. A few people prefer to use computerized
systems to evaluate the disease conditions these days.
Moreover, it is essential to know about the diseases to manage
that condition and prevent escalation. Therefore, the proposed
system is implemented to give users some knowledge about
dermatological diseases as much as possible. The users can
get awareness and predict skin diseases and complications
from the data mining technique. The user can identify the
stage of the dermatological disease by applying the
classification algorithm. Furthermore, this system will also
scrap web pages related to that disease from known or system
verified websites. The content analysis is based on the
machine learning process, especially using Neural Language
Processing. Hence, the system will undeniably be useful to the
users to summarize skin diseases and get concerns from a
dermatologist
Description
Keywords
Dermatological diseases, Image processing, Data mining, Web scraping, Natural Language Processing
