HealthPredictor: Accurate Health Insights at Your Fingertips
The "HealthPredictor: Accurate Health Insights at Your Fingertips" system transforms healthcare by predicting diseases based on user symptoms. Utilizing advanced machine learning models such as Decision Tree, SVM, Random Forest, and Logistic Regression, it assesses the likelihood of various illnesses. The system compares symptoms to a comprehensive dataset to provide accurate predictions, aiding in early detection. Users can consult with specialist doctors through an integrated chat feature, ensuring quick access to medical advice. By continuously learning from historical data, the system enhances its predictive capabilities, identifying new health patterns and trends. This proactive approach empowers users with timely information and personalized consultations, leading to better health outcomes.
Authors
- Mahantesh Sajjan
- Vishwanath S. Kamatar (ORCID: https://orcid.org/0000-0002-2868-6812)
- Laxmi Pujari
- Nausheen Ammanagi
- Meenaz Belavatgi
Institutions
- KLE Technological University (IN)
Publication Details
- Published
- 2024-09-21
- DOI
- https://doi.org/10.1109/nkcon62728.2024.10775247
- Citations
- 4
- Primary Topic
- Public Health Policies and Education
- Type
- article
- Field-Weighted Citation Impact
- 3.40