Healthcare Chatbot using Decision Tree Algorithm


Authors : Dr. Renuka R Devi; Himanshu Banerjee; Baibhab Saha

Volume/Issue : Volume 7 - 2022, Issue 10 - October

Google Scholar : https://bit.ly/3IIfn9N

Scribd : https://bit.ly/3UxHQG0

DOI : https://doi.org/10.5281/zenodo.7315590

Abstract : Artificial Intelligence(AI) and Machine Learning(ML) has become an integral part of our day to daylife. A large number of technologies are coming forth to help us and make our life easier. Chatbot or virtual assistant is a technology that is coming forward in this regard. Previously, we had simple questions and answers or FAQsin the name of assistant, but now the chatbot will diagnose the disease based on queries answered by the users. The model will be trained by using a highly diversified and accurate database with symptoms and diseases.The proposed model uses a decision tree algorithm to initiate a top down follow up and identify the complexity of the patient and produce a outcome.The user is provided a question and answer approach and a preferable and highly accurate diagnosis is produced.

Keywords : Healthcare Chatbot, Artificial Intelligence, Machine Learning,Decision Tree Algorithm.

Artificial Intelligence(AI) and Machine Learning(ML) has become an integral part of our day to daylife. A large number of technologies are coming forth to help us and make our life easier. Chatbot or virtual assistant is a technology that is coming forward in this regard. Previously, we had simple questions and answers or FAQsin the name of assistant, but now the chatbot will diagnose the disease based on queries answered by the users. The model will be trained by using a highly diversified and accurate database with symptoms and diseases.The proposed model uses a decision tree algorithm to initiate a top down follow up and identify the complexity of the patient and produce a outcome.The user is provided a question and answer approach and a preferable and highly accurate diagnosis is produced.

Keywords : Healthcare Chatbot, Artificial Intelligence, Machine Learning,Decision Tree Algorithm.

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