Use of data mining to predict human diseases

Authors

  • Saumya Shandilya

Keywords:

artificial neural networks, associative memory neural network, data mining

Abstract

In this project we intend to make an intelligent agent that asks the user about their medical symptoms and tries to predict the most probable diseases medical conditions that they might be suffering from Based on the results it can also direct the user patient to go to pharmacy or consult a doctor or to go for medical emergency services It is truly said that Prevention Is Better Than Cure Sometimes diseases like cancers have very minor symptoms in the early stages but if detected this could save a patient s life There is no harm in taking preventive medical advice than regretting later Artificial Neural Networks ANN is currently a hot research area in medicine and it is believed that they will receive extensive application to biomedical systems in the next few years An application called the Instant Physician trained an auto associative memory neural network to store a large number of medical records After training the net can be presented with input consisting of a set of symptoms it will then find the full stored pattern that represents the best diagnosis and treatment This product can be useful for various users such as 1 General Population Patients a This can act as a preliminary advice mechanism for patients before they consult a doctor b They can get suggestions as to whether they need to consult a doctor or a visit to the local pharmacy would be fine for them 2 Medical Professionals a To speed up the process of diagnosis and to reduce human errors involved in finding the possible ailments 3 Medical Undergraduate Students a To understand the common diseases and the symptoms related to them b To understand all possible medical conditions which could be present in the patient who is exhibiting a said symptom 4 Hospitals a Based on the diagnosis hospital websites can display their specialist doctors that the patients can visit

How to Cite

Saumya Shandilya. (2017). Use of data mining to predict human diseases. Global Journal of Computer Science and Technology, 17(D1), 17–21. Retrieved from https://computerresearch.org/index.php/computer/article/view/1655

Use of data mining to predict human diseases

Published

2017-01-15