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.

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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
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HealthPredictor: Accurate Health Insights at Your Fingertips

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article

HealthPredictor: Accurate Health Insights at Your Fingertips

Mahantesh Sajjan, Vishwanath S. Kamatar, Laxmi Pujari, Nausheen Ammanagi, Meenaz Belavatgi
article en
4 citations

Abstract

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.

KLE Technological University (IN)
Openalex Percentile: Top 7%
Public Health Policies and Education
3.40
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