DATA MINING CLASSIFICATION TECHNIQUES APPLIED FOR BREAST CANCER DIAGNOSIS AND PROGNOSIS

Tìm thấy 10,000 tài liệu liên quan tới từ khóa "DATA MINING CLASSIFICATION TECHNIQUES APPLIED FOR BREAST CANCER DIAGNOSIS AND PROGNOSIS":

BRCA1 PROMOTER HYPERMETHYLATION SIGNATURE FOR EARLYDETECTION OF BREAST CANCER IN THE VIETNAMESE POPULATION

BRCA1 PROMOTER HYPERMETHYLATION SIGNATURE FOR EARLYDETECTION OF BREAST CANCER IN THE VIETNAMESE POPULATION

DOI:http://dx.doi.org/10.7314/APJCP.2014.15.22.9607BRCA1 Promoter Hypermethylation for Detection of Breast Cancer in Viet NamRESEARCH ARTICLEBRCA1 Promoter Hypermethylation Signature for EarlyDetection of Breast Cancer in the Vietnamese PopulationPhuong Kim Truong1, Thuan Duc Lao1, Thao Phuong Thi Doan2, Thuy Ai HuyenLe1*Abstract Breast cancer, a leading cause of death among women in most countries worldwide, is rapidly increasing inincidence in Vietnam. One of biomarkers is the disruption of the genetic material including epigenetic changeslike DNA methylation. With the aim of finding hypermethylation at CpG islands of promoter of BRCA1 gene,belonged to the tumor suppressor gene family, as the biomarker for breast cancer in Vietnamese population,sensitive methyl specific PCR (MSP) was carried out on 115 samples including 95 breast cancer specimens and20 normal breast tissues with other diseases which were obtained from Ho Chi Minh City Medical Hospital,Vietnam. The result indicated that the frequency of BRCA1 hypermethylation reached 82.1% in the cases(pcancer with high incidence via calculated odd ratios (pgene could be used as the promising biomarker application with Vietnamese breast cancer patients.Keywords: BRCA1 - methylation - bisulfite modification - breast cancerAsian Pac J Cancer Prev, 15 (22), 9607-9610IntroductionIn Vietnam, breast cancer is the most frequentmalignancy leading to the death for female, constitutingin certain has increased from a crude rate of 13.8 per100,000 women in 2000 to 28.1 per 100,000 womenin 2010 (Nguyen at al., 2013). The early detection isnecessary to treat and improve the survival of breast cancerpatients. In patient with breast cancer, gene amplificationof HER2 which is a member of the epidermal growth
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Design of a randomized controlled trial of a partnership-based, needs-tailored selfmanagement support intervention for posttreatment breast cancer survivors

Design of a randomized controlled trial of a partnership-based, needs-tailored selfmanagement support intervention for posttreatment breast cancer survivors

Self-management is becoming essential for breast cancer survivors, but evidence about the effectiveness of self-management support (SMS) intervention is lacking. To address this issue, we developed a theory-based SMS intervention, the ‘EMPOWER’, aimed at empowering breast cancer survivors. Here we describe the rationale of the intervention and its development.

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Introduction to weka

Introduction to weka

Weka is a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka contains tools for data preprocessing, classification, regression, clustering, association rules, and visualization. It is also wellsuited for developing new machine learning schemes.

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Spatial crop mapping and accuracy assessment using remote sensing and gis in Tawa command

Spatial crop mapping and accuracy assessment using remote sensing and gis in Tawa command

Agricultural production monitoring through remote sensing and GIS can support decisionmaking and prioritization efforts towards sustainable vulnerable parts of agricultural systems. Crop mapping process is the one of these applications since remote sensing provides us precise, up-to-date and cost-effective information about the land use and cropping pattern along with different temporal and spatial resolution. In this study, spatial crop mapping was done using satellite Landsat 8 data for Hoshangabad district, Madhya Pradesh. A Supervised classification – Satellite data classification accuracy was also performed and resulted in overall accuracy as 87.60%.
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Data analytics for beginners paul kinley

Data analytics for beginners paul kinley

Data Analytics is the most powerful tool to analyze today’s business environment and to predict future developments. Is it not the dream of every business owner to know exactly what the customer will buy in 6 months or what the new product hype will look like in your OWN industry? Data Analytics is the tool that will bring you answers to these questions.Here’s why Data Analytics for Beginners will bring your business to a complete new level: How you can use data analytics to improve your business How to plan data analysis to know exactly what your target group wants How to implement descriptive analysis You will learn the exact techniques that are required to master Data Analytics
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TINH TOAN CHIEU SANG P. SINH HOAT CONG DONG

TINH TOAN CHIEU SANG P. SINH HOAT CONG DONG

Nha Hong KongPartner for Contact:Order No.:Company:Customer No.:Date: 18.06.2016Operator:Nha Hong Kong18.06.2016OperatorTelephoneFaxe-MailPHILIPS TBS318 C 3xTL-D18W HFE C2_840 / Luminaire Data SheetLuminous emittance 1:Luminaire classification according to CIE: 100CIE flux code: 51 89 99 100 73Luminous emittance 1:TBS318The TBS318 recessed luminaire offers the ideal combination of stylishdesign and optimumperformance for both task and general lightingIt is available for TLD fluorescent lamps and a wide range of optics

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environmental effects of socioeconomic development activities

environmental effects of socioeconomic development activities

Table of Contents 5.1. Research methods and techniques 1 5.1.1. Secondary data 1 5.1.2. Survey 1 5.1.3. Interview 2 5.1.4. Observation 3 5.2. Environmental impacts of Mining 4 5.2.1. Introduction 4 5.2.2. Potential environmental impacts of mining 5 5.2.2.1. Effects on land 5 5.2.2.2. Effect on water 7 5.2.2.3. Impacts on atmosphere including noise pollution 10 5.2.3. Environmental impacts of miningquarrying at Ba Vi 13 5.2.4. Case study 1: Stone mining at Chẹ 14 5.2.4.1. Background 14 5.2.4.2. Environmental effects of stone mining activities at Chẹ 16 5.2.5. Case study 2: Pyrite mining at Minh Quang 18 5.2.5.2. Environmental effects of stone mining activities at Pyrite Minh Quang 21 5.3. Environmental impacts of forest resources exploitation 23 5.3.1. Background 23 5.3.2. Potential effects of forest resources exploitation in Ba Vi 25 5.4. Tourism and environmental impacts in Ba Vi District 26 5.4.1. Some concepts 26 5.4.1.1. Tourism 26 5.4.1.2. Types of tourism 27 5.4.1.3. Tourism resource 27 5.4.1.4. Tourism territory system 28 5.4.1.5. Sustainable tourism 29 5.4.2. Tourism and environmental impacts 30 5.4.2.1. Impacts to nature 30 5.3.2.2. Impacts to social environment 33 5.4.3. Tourism routes and areas in Ba Vi District, Hanoi 35 5.4.3.1. Ba Vi National Park 35 5.4.3.2. Thien Son Suoi Nga Tourism Area 37 5.4.3.3. Khoang Xanh Suoi Tien Tourism Area 37 5.4.3.4. Ao Vua Tourism Area 38 5.4.3.5 Thac Da Tourism Area 39 5.4.3.6. Long Viet Tourism Area 40 5.4.3.7. Other tourism spots 40 5.5. Environmental impacts of urbanization and industrialization 45 5.5.1. Introduction 45 5.5.1.1. Urbanization 45 5.5.1.2. Industrialization 45 5.5.2. Field site: International Dairy JSC (IDP) 46 5.5.2.1. Introduction about the International Dairy JSC (IDP) 46 5.5.2.2. Production technology at the International Dairy JSC (IDP) 49 5.5.2.3. Environmental Status of Internation Dairy JSC (IDP) 52 5.5.2.4. Research questions 56 5.5.3. Field site: Xuân Sơn waste disposal complex 57 5.5.3.1. Project: 1st phase of waste disposal area in Sơn Tây and vicinity (JSC, 2011) 57 5.5.3.2. Project: 2nd phase of waste disposal area in Sơn Tây and vicinity 59 5.5.3.3. Line No. 2 Sơn Tây Waste Treatment Plant 61 5.5.3.4. Research questions 64 5.5.4. Field site: The Dao ethnic minority community in Ba Vì 64 5.5.4.1. The unique culture of the Daos 64 5.5.4.2. Traditional medicinal profession of the Daos in Ba Vì 69 5.5.4.3. Research questions 71 References ……………………………………………………………………………………72
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HUMAN IMPACT ON ECOSYSTEMS1

HUMAN IMPACT ON ECOSYSTEMS1

4.Carry out research to obtain information related to your ideas.Good sources of data are Statistics Canada and various governmentdepartments such as Mining, Forestry, Fisheries, Environment,Agriculture, and the Canadian Wildlife Service (NOTE: some ofthese organizations have home pages on the internet). Know whatyou need before you inquire, and be as specific as possible. Forexample, figures showing changes in the numbers of prairie pondssince 1955 are available from Environment Canada (Figure 3.6).Changes in duck numbers on the western plains are provided bythe Annual Waterfowl Breeding Population Survey, available fromthe Canadian Wildlife Service (Figure 3.7). Fisheries and OceansCanada has data on mercury concentration in fish in various prairielakes, and so on.5.Assemble your report, including data and illustrations, as outlinedin the experimental design.EvidencePage 2 of 3Science 20 - InvestigationHuman Impact on Ecosystems
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11 data mining concepts and techniques (3rd edition)

11 data mining concepts and techniques (3rd edition)

Cuốn sách Data mining Concepts and techniques tái bản lần thứ 3 Cuốn sách Data mining Concepts and techniques tái bản lần thứ 3 Cuốn sách Data mining Concepts and techniques tái bản lần thứ 3 Cuốn sách Data mining Concepts and techniques tái bản lần thứ 3 Cuốn sách Data mining Concepts and techniques tái bản lần thứ 3 Cuốn sách Data mining Concepts and techniques tái bản lần thứ 3

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INHBA is a prognostic predictor for patients with colon adenocarcinoma

INHBA is a prognostic predictor for patients with colon adenocarcinoma

Colon adenocarcinoma (COAD) is one of the most lethal cancers. It is particularly important to accurately predict prognosis and to provide individualized treatment. Several lines of evidence suggest that genetic factors and clinicopathological characteristics are related to cancer onset and progression.

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GRP78 expression in peripheral blood mononuclear cells is a new predictive marker for the benefit of taxanes in breast cancer neoadjuvant treatment

GRP78 expression in peripheral blood mononuclear cells is a new predictive marker for the benefit of taxanes in breast cancer neoadjuvant treatment

Breast cancer treatment is tailored to the specific cancer subtype. Often, systemic treatment is given prior to surgery. Chemotherapy induces significant endoplasmic reticulum (ER) stress-mediated cell death and upregulation of 78-kDa glucose-regulated protein (GRP78).

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GDNF RECEPTOR COMPLEX IN NEURONAL DIFFERENTIATION AND BREAST CANCER

GDNF RECEPTOR COMPLEX IN NEURONAL DIFFERENTIATION AND BREAST CANCER

... 1.3 GDNF receptor complex in neuronal biology Since the discovery of the roles of GDNF in promoting survival and differentiation of midbrain dopaminergic (DA) neurons and increasing the affinity... NT2 into specific neuronal lineages and study the roles of GDNF receptor system in neuronal differentiation and neuronal lineage specification 38 CHAPTER GDNF AND BREAST CANCER 3.1 Background Breast. .. current medicinal field, it is therefore interesting to continue exploring the roles of GDNF and its possible intervention in order to gain insights into how GDNF signaling may play a part in cancer
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Evaluating the efficiency of endobronchial ultrasound for diagnosis of patients with suspected lung cancer

Evaluating the efficiency of endobronchial ultrasound for diagnosis of patients with suspected lung cancer

To evaluate the efficiency of endobronchial ultrasound for diagnosis of patients with suspected lung cancer. Subjects and methods: 82 patients with suspected primary lung cancer, treated at 103 Military Hospital and K3 Hospital located at Tan Trieu, Thanh Tri, Hanoi from January, 2013 to October, 2018.

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Data analysis for emotion identification in text

DATA ANALYSIS FOR EMOTION IDENTIFICATION IN TEXT

... sentences Incremental learning of data 11 Chapter Introduction association is investigated in this work In the association rule mining field, techniques for maintaining discovered association rules in. .. vectors Association analysis in data mining is to find interesting relationships hidden in a large data set [57] The uncovered relationships are normally represented in the form of association... many machine learning algorithms available in the field of emotion identification in text In [11], the authors reported the experiments on a preliminary data set of 22 fairy tales using supervised
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NGHIÊN CỨU KẾT QUẢ SÀNG LỌC PHÁT HIỆN UNG THƯ PHỔI Ở ĐỐI TƯỢNG TRÊN 60 TUỔI CÓ YẾU TỐ NGUY CƠ BẰNG CHỤP CẮT LỚP VI TÍNH LIỀU THẤP (TT ANH)

NGHIÊN CỨU KẾT QUẢ SÀNG LỌC PHÁT HIỆN UNG THƯ PHỔI Ở ĐỐI TƯỢNG TRÊN 60 TUỔI CÓ YẾU TỐ NGUY CƠ BẰNG CHỤP CẮT LỚP VI TÍNH LIỀU THẤP (TT ANH)

INTRODUCTION OF THESIS 1. Background: Lung cancer is one of the common cancers. The disease has the highest incidence and mortality among cancers, most commonly seen in the elderly especially over 60 years old. The majority of lung cancer is related to secondhand and passive smoking and has over 80 % lung cancer is detected at a later stage, only about 15% of cases of lung cancer are diagnosed with surgery. Therefore, screening methods for early detection of lung cancer now play an important role in reducing mortality and prolonging life for patients. Screening is a method for early diagnosis of cancer in high-risk subjects. The conventional method of radiography is currently the most commonly used, but it has many limitations, especially it is difficult to detect small nodules smaller than 10mm and blurred spots obscured by ribs and heart shadows. Currently, there are a number of other advanced screening methods that have been widely used in the world, especially low-dose computed tomography (LDCT). This is a chest imaging technique using computed tomography scan, using a lower radiation dose than the routine computed tomography (radiation dose ranges from 0.6 mSV to 1.4 mSV) for patients of advanced age and smoke heavily or be exposed to toxic substances for diagnosis and early detection of lung cancer. There are many studies around the world that have long proven the effectiveness of LDCT on the ability to detect nodules as well as the ability to diagnose lung cancer at an early stage, longer survival time after diagnosis as research. ELCAP from 1993-1998, research of Henschke 1993-2005, research of Somme 2018 ... In Vietnam, computed tomography is available in most hospitals. Moreover, the diagnosis of lung cancer by LDCT combined with follow-up and histopathological diagnosis has not been applied and studied in Vietnam. Therefore, we conducted the project: " Study on screening results to detect lung cancer in subjects over 60 years old with risk factors by using low-dose computed tomography” with the following objectives: 1. Evaluation of lung cancer screening results by low-dose computed tomography in subjects over 60 years old with risk factors 2. Research the results of the application of follow-up and diagnosis of nodules in the lungs of Mayo Clinic hospital-United States after 3-6 months.
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Application of computational intelligence for faulty detection and diagnosis of induction motors and electromechanical systems

APPLICATION OF COMPUTATIONAL INTELLIGENCE FOR FAULTY DETECTION AND DIAGNOSIS OF INDUCTION MOTORS AND ELECTROMECHANICAL SYSTEMS

... automatic software platform for fault detection and diagnosis of induction motors and electromechanical systems, analyzing vibration data features and studying and comparing related algorithm, and targeting... APPLICATION OF COMPUTATIONAL INTELLIGENCE FOR FAULT DETECTION AND DIAGNOSIS OF INDUCTION MOTORS AND ELECTROMECHANICAL SYSTEMS ZHANG YIFAN B Eng (Hons.), Tianjin... SVM and how it is applied in the case of induction motors and electromechanical systems condition detection Chapter presents and discusses results of the proposed method of condition detection and

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Prevalence and correlates of job and insurance problems among young breast cancer survivors within 18 months of diagnosis

Prevalence and correlates of job and insurance problems among young breast cancer survivors within 18 months of diagnosis

The prevalence and correlates of job and insurance problems were examined among a cohort of young U.S. breast cancer survivors during the first 18-months following diagnosis.

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Different associations of tumor PIK3CA mutations and clinical outcomes according to aspirin use among women with metastatic hormone receptor positive breast cancer

Different associations of tumor PIK3CA mutations and clinical outcomes according to aspirin use among women with metastatic hormone receptor positive breast cancer

The relationships among PIK3CA mutations, medication use and tumor progression remains poorly understood. Aspirin use post-diagnosis may modify components of the PI3K pathway, including AKT and mTOR, and has been associated with lower risk of breast cancer recurrence and mortality.

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Cardiovascular disease events within 5 years after a diagnosis of breast cancer

Cardiovascular disease events within 5 years after a diagnosis of breast cancer

Concern for cardiovascular disease (particularly atrial fibrillation-AF) among women with breast cancer is becoming a major issue. We aimed at determining the incidence of cardiovascular disease events (AF, arterial and cardiac events, venous-thromboembolism-VTE) in patients diagnosed with breast cancer, and assessing potential risk factors.

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Khai thác đồ thị dựa trên tài liệu data mining concepts and techniques, jiawei han

KHAI THÁC ĐỒ THỊ DỰA TRÊN TÀI LIỆU DATA MINING CONCEPTS AND TECHNIQUES, JIAWEI HAN

Khai thác đồ thị dựa trên tài liệu data mining concepts and techniques, jiawei han

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