Application of unsupervised analysis techniques to lung cancer patient data
نویسندگان
چکیده
منابع مشابه
Application of unsupervised analysis techniques to lung cancer patient data
This study applies unsupervised machine learning techniques for classification and clustering to a collection of descriptive variables from 10,442 lung cancer patient records in the Surveillance, Epidemiology, and End Results (SEER) program database. The goal is to automatically classify lung cancer patients into groups based on clinically measurable disease-specific variables in order to estim...
متن کاملUsing Some Data Mining Techniques to Predict the Survival Year of Lung Cancer Patient
The early detection of lung cancer is a challenging problem, due to the structure of the cancer cells, where most of the cells are overlapped with each other. This paper presents the feature extraction process and neural network classifier to check the state of a patient in its early stage whether it is normal or abnormal. After that we predict the survival rate of a patient by extracted featur...
متن کاملApplication of Unsupervised Learning Techniques to Business Meta-Data, using Yelp Data
When designing effective marketing strategies for products, marketers often consider the ”marketing mix” – the value of the product, the price it might be offered at, how the product is promoted and the places where the product can be accessed or purchased. In competitive marketplaces, a better understanding of the elements of the marketing mix might lead to better marketing strategies and be i...
متن کاملWindow Network Data Envelopment Analysis: An Application to Investment Companies
In this study, the window network data envelopment analysis (WNDEA) model will be proposed, that is capable to be used in the presence of panel data. Additionally, the proposed model is applied to evaluate the dynamic efficiency of 5 investment companies in Tehran stock exchange during the period from 2013 to 2017.
متن کاملEvaluation of the risk of lung cancer due to hookah smoking: a meta-analysis study
Background: Hookah smoking has been growing among people because consumers believe that smoking in the form of hookahs has lesser health effects than cigarettes. However, recent reports showed that water pipe smoking (WSP) increased heart rate, blood pressure, impaired pulmonary function and carbon monoxide intoxication. Chronic bronchitis, emphysema and coronary artery disease are serious prob...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: PLOS ONE
سال: 2017
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0184370