Breast cancer data
Survival Analysis for a Breast Cancer Data Set
... a data set of 295 early breast cancer patients is per- formed in this ...for breast cancer patients respectively by using standard variable selection ...the data be- sides the ...
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Application of Data Mining Techniques to Model Breast Cancer Data
... classify breast cancer Wisconsin data set with high accuracy and efficiency, supervised learning algorithms ...used. Data pre-processing is performed using SPSS tool and the missing values are ...
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Application of Data Mining Techniques to Model Breast Cancer Data
... classify breast cancer Wisconsin data set with high accuracy and efficiency, supervised learning algorithms ...used. Data pre-processing is performed using SPSS tool and the missing values are ...
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ENSEMBLE DECISION TREE CLASSIFIER FOR BREAST CANCER DATA
... various data mining techniques are ...medical data we employed decision tree algorithm because it produce human readable classification rules which are easy to ...of Breast Cancer data ...
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Ensemble Decision Making System for Breast Cancer Data
... ABSTRACT Data Mining is a technique to extract the hidden knowledge of ...several data mining methods classification is especially useful in the field of medical diagnosis for decision ...Various ...
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Improved Classification of Breast Cancer Data using Hybrid Techniques
... of breast cancer disease using data mining ...of breast cancer include mass, changes in shape and dimension of ...of breast cancer. Classification of breast ...
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Data Mining Analysis (breast-cancer data)
... 3. Classification – Compare with other paper results Above machine learning tools will use in this section to diagnose cancer Wisconsin dataset. To be consistent with the literature [1, 2] we removed the 16 ...
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A Review on Breast Cancer Data Repository
... of cancer is a key component of any overall cancer control ...cure cancer patients or prolong their life considerably, ensuring a good quality of ...the cancer risk factors and the need for ...
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Inference on Competing Risks in Breast Cancer Data
... risks data, parametric methods for such data have not been developed as ...competing data more ...such data taking into account the cor- relation between failure time ...risks data. In ...
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Analysis of Machine Learning Algorithms for Breast Cancer Data
... ABSTRACT: Breast cancer is the main disease which is leading the cause of deaths ...on breast cancer by using advanced methodologies to predict the breast ...(Wisconsin Breast ...
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Surgical options for Chinese patients with early invasive breast cancer: Data from the Hong Kong Breast Cancer Registry
... In conclusion, this study has shown that patient-related factors such as age, education, marital status, mammog- raphy screening, the use of private medical facilities, and clinical characteristics including smaller ...
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A comparison of three different methods for classification of breast cancer data
... in cancer diagnosis ...training data have emerged as a major alternative to more established ap- proaches to machine learning, such as decision-tree induc- tion and neural ...real-world data have ...
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Clustering breast cancer data by consensus of different validity indices
... dividing data elements into classes (clusters) so that items in the same class are as similar as ...given data set, a number of cluster validity indices have been proposed which attempt to measure how ...
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A comparison of three different methods for classification of breast cancer data
... Primary Breast Carcinoma Series were used in a previous study [4] where we had applied different clustering tech- niques to classify data in robust and clinically significant ...of breast ...
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A Research on Breast Cancer Prediction using Data Mining Techniques
... of breast cancer plays a significant role in the welfare of ...to breast cancer is on an all-time ...breast cancer. In order to detect and diagnose such types of cancer, ...
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Classification of Breast Cancer Using Data Mining
... that breast cancer is the most propagated disease among women and it may end with ...From data science perspectives, data mining technology is used to uncover the disease according to some ...
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Avastin in breast cancer: Summary of clinical data
... their cancer getting worse, compared to chemotherapy alone. Further data from the RIBBON-1 trial presented at the American Society of Clinical Oncology (ASCO) 2009 Annual Meeting demonstrated that RIBBON-1 ...
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Avastin in breast cancer: Summary of clinical data
... MO19391 data confirmed that Avastin based therapy was well tolerated by patients and Avastin related side effects are consistent with those reported in previous ...Further data from the MO19391 trial will ...
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Breast Cancer. What is breast cancer?
... through cancer can benefit from some type of ...friends, cancer support groups, religious or spiritual groups, online support communities, or one-on-one ...
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Breast Cancer. What is breast cancer? The normal breast
... There are still some problems with nipple-sparing surgeries. Afterward, the nipple does not have a good blood supply, so sometimes it can wither away or become deformed. Because the nerves are also cut, there is little ...
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