Review of the use and application of data mining in Breast Cancer: a new approach
محل انتشار: اولین سمپوزیوم بین المللی سرطان نسترن
سال انتشار: 1394
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 590
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شناسه ملی سند علمی:
NASTARANCANSER01_111
تاریخ نمایه سازی: 26 شهریور 1395
چکیده مقاله:
Breast cancer is the most common cancer in women andinfluence10% of women in variousstages of their lives. Annually, more than 8 million people, all of the world are diagnosed withcancer that about one million of them are related to breast cancer. Unfortunately, this type ofcancer among Iranian women is also in progress. Discover new methods of diagnosis likedata mining without the need for biopsy can accelerate the discovery of the disease andreduce the costs of disease burden.Iranian articles in Google Scholar database withkeywords â€oeData Mining, Breast Cancer and Iran†were searched and 7 Articles werefound. The PubMed database also searched with keyword Breast Cancer and DataMining in the title of the articles that 14 articles were found. Finally 18 articles wereincluded.Data mining in areas such as diagnosis and cancer recurrence, survival analysis,grouping patients according trajectories of care data, use of diagnostic biomarkers,discovering hidden patterns in non-compliance of guidelines for doctors, rule mining inPatient Profile and providing decision support system content is used.Use of data mining inBioinformatics and Medical Informatics as new techniques in medical science continues torise and obtains its position as a noninvasive and low-cost way.
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نویسندگان
Sara Dorri
Medical Informatics Group, Shahid Beheshti University of Medical Sciences, Tehran, Iran# Cancer Informatics Group, BreastCancer Research Center, ACECR, Tehran, Iran
Safoura Dorri
StudentResearch Committee, School of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
Alireza Afashi
Cancer Informatics Group, Breast Cancer Research Center, ACECR, Tehran, Iran
Najme Nazeri
Cancer Informatics Group, Breast Cancer Research Center, ACECR, Tehran, Iran