outcome prediction in cancer

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Outcome Prediction in Cancer
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Publisher : Elsevier
Release Date :
ISBN 10 : 9780080468037
Pages : 482 pages
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This book is organized into 4 sections, each looking at the question of outcome prediction in cancer from a different angle. The first section describes the clinical problem and some of the predicaments that clinicians face in dealing with cancer. Amongst issues discussed in this section are the TNM staging, accepted methods for survival analysis and competing risks. The second section describes the biological and genetic markers and the rôle of bioinformatics. Understanding of the genetic and environmental basis of cancers will help in identifying high-risk populations and developing effective prevention and early detection strategies. The third section provides technical details of mathematical analysis behind survival prediction backed up by examples from various types of cancers. The fourth section describes a number of machine learning methods which have been applied to decision support in cancer. The final section describes how information is shared within the scientific and medical communities and with the general population using information technology and the World Wide Web. * Applications cover 8 types of cancer including brain, eye, mouth, head and neck, breast, lungs, colon and prostate * Include contributions from authors in 5 different disciplines * Provides a valuable educational tool for medical informatics

Outcome Prediction in Cancer

This book is organized into 4 sections, each looking at the question of outcome prediction in cancer from a different angle. The first section describes the clinical problem and some of the predicaments that clinicians face in dealing with cancer. Amongst issues discussed in this section are the TNM staging, accepted

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Improving Breast Cancer Outcome Prediction by Combining Multiple Data Sources

Download or read online Improving Breast Cancer Outcome Prediction by Combining Multiple Data Sources written by Martinus Hendrikus van Vliet, published by Unknown which was released on 2010. Get Improving Breast Cancer Outcome Prediction by Combining Multiple Data Sources Books now! Available in PDF, ePub and Kindle.

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Outcome Prediction in Head and Neck Cancer Patients Using Machine Learning Methods

Head and Neck cancers account for approximately 3.2% of the estimated 1,660,290 new cancer cases for the year 2013 and roughly 1.9% of cancer-related deaths in 2013. In this research, machine learning techniques were employed to predict outcome in cancer patients supporting more objective assessment of the treatments, including surgery, radiation therapy, or chemotherapy. Selection

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In Search of Improved Outcome Prediction of Prostate Cancer   a Biological and Clinical Approach

Download or read online In Search of Improved Outcome Prediction of Prostate Cancer a Biological and Clinical Approach written by Andrew M. Erickson, published by Unknown which was released on 2018. Get In Search of Improved Outcome Prediction of Prostate Cancer a Biological and Clinical Approach Books now! Available in PDF,

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Comprehensive Evaluation Composite Gene Features in Cancer Outcome Prediction

There have been extensive studies of classification and prediction of cancer outcome with composite gene features that combine functionally related genes together as a single feature to improve the classification and prediction accuracy. Various algorithms have been proposed for feature extraction, feature activity inference, and feature selection, which all claim

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Head and Neck Tumor Segmentation and Outcome Prediction

Download or read online Head and Neck Tumor Segmentation and Outcome Prediction written by Vincent Andrearczyk, published by Springer Nature which was released on 2022-07-04. Get Head and Neck Tumor Segmentation and Outcome Prediction Books now! Available in PDF, ePub and Kindle.

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From Correlation to Casuality

Download or read online From Correlation to Casuality written by Janine Roy, published by Unknown which was released on 2014. Get From Correlation to Casuality Books now! Available in PDF, ePub and Kindle.

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CT radiomics in the Context of Outcome Prediction After Chemoradio Therapy  CRT  in Cancer Patients

Download or read online CT radiomics in the Context of Outcome Prediction After Chemoradio Therapy CRT in Cancer Patients written by Jairo Andrés Socarrás Fernández, published by Unknown which was released on 2020. Get CT radiomics in the Context of Outcome Prediction After Chemoradio Therapy CRT in Cancer

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Procalcitonin Improves the Glasgow Prognostic Score for Outcome Prediction in Emergency Patients with Cancer

Download or read online Procalcitonin Improves the Glasgow Prognostic Score for Outcome Prediction in Emergency Patients with Cancer written by Anonim, published by Unknown which was released on 2015. Get Procalcitonin Improves the Glasgow Prognostic Score for Outcome Prediction in Emergency Patients with Cancer Books now! Available in PDF, ePub and

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Identification of DNA Methylation Biomarkers for Disease Outcome Prediction of Esophageal Cancer and Lung Cancer

Download or read online Identification of DNA Methylation Biomarkers for Disease Outcome Prediction of Esophageal Cancer and Lung Cancer written by 郭懿瑩, published by Unknown which was released on 2014. Get Identification of DNA Methylation Biomarkers for Disease Outcome Prediction of Esophageal Cancer and Lung Cancer Books now! Available in PDF, ePub

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Comparison of Diverse Genomic Data for Outcome Prediction in Cancer

"Background. In cancer, large-scale technologies such as next-generation sequencing and microarrays have produced a wide number of genomic features such as DNA copy number alterations (CNA), mRNA expression (EXPR), microRNA expression (MIRNA), and DNA somatic mutations (MUT), among others. Several analyses of a specific type of these genomic data have

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Prognostic Value of Histology and Lymph Node Status in Bilharziasis Bladder Cancer  Outcome Prediction Using Neural Networks

In this paper, the evaluation of two features in predicting the outcomes of patients with bilharziasis bladder cancer has been investigated using an RBF neural network. Prior to prediction, the feature subsets were extracted from the whole set of features for the purpose of providing a high performance of the

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Developing and Implementing the AJCC Prognostic System for Breast Cancer

Accurate survival prediction is important for women with breast cancer because a woman's expected survival determines her therapy, provides her with vital outcome information, and is one of the main selection criteria for entry into new therapy clinical trials. For almost forty years breast cancer outcome prediction has been based

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Radiation Therapy Outcome Prediction Using Statistical Correlations   Deep Learning

"Prognosis after cancer treatment is a constant concern for physicians, patients and their surrounding friends and family. This is one of the reasons that treatment outcomes prediction is such a critical field of research. The sheer magnitude of data generated within a typical radiation oncology clinic each year facilitates the

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Head and Neck Tumor Segmentation

This book constitutes the First 3D Head and Neck Tumor Segmentation in PET/CT Challenge, HECKTOR 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The challenge took place virtually due to the COVID-19 pandemic. The 2

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