Diagnosis of Diseases Using Machine Learning
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