Diagnosis of Diseases Using Machine Learning

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Authors: Sujita Godishala, Vakalapudi Sumavi, M. Saravanan, P.S. Maya Gopal
Cited by: 0
References: 2

Abstract

The integration of artificial intelligence (AI) into healthcare has led to a paradigm shift, transforming diagnostic techniques, drug discovery, health analytics, and interventions. In this paper, we explore the potential of AI-based chatbot systems, specifically focusing on machine learning algorithms and natural language processing, to cater to the needs of patients and their families. Our primary emphasis is on leveraging these technologies to develop an AI chatbot capable of predicting diseases based on patient symptoms. We present a scenario where an AI disease prediction chatbot provides support to individuals, particularly pregnant women, mothers, and families with young children, by offering assistance and guidance in pertinent situations. This innovative approach holds promise in enhancing healthcare delivery, offering timely interventions, and ultimately improving patient outcomes.

Fields of Study & Subjects

Artificial Intelligence in Healthcare Artificial Intelligence in Healthcare and Education Internet of Things and AI

Publication details

Journal / source
Wiley eBooks
Pages
307–317
Publication date
27 February 2026
Language
EN
Document type
Book chapter