Outcome Prediction in Cancer

Written By Azzam F.G. Taktak
Outcome Prediction in Cancer
  • Publsiher : Elsevier
  • Release : 28 November 2006
  • ISBN : 9780080468037
  • Pages : 482 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKOutcome Prediction in Cancer


Read or download book entitled Outcome Prediction in Cancer written by Azzam F.G. Taktak which was release on 28 November 2006, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Outcome Prediction in Cancer
  • Author : Azzam F.G. Taktak,Anthony C. Fisher
  • Publisher : Elsevier
  • Release Date : 2006-11-28
  • Total pages : 482
  • ISBN : 9780080468037
GET BOOK

Summary : 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 ...

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

Outcome Prediction in Head and Neck Cancer Patients Using Machine Learning Methods
  • Author : David John Dellsperger,University of Iowa. College of Engineering. Biomedical Engineering
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 31
  • ISBN : 9780080468037
GET BOOK

Summary : 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 ...

Comprehensive Evaluation Composite Gene Features in Cancer Outcome Prediction

Comprehensive Evaluation Composite Gene Features in Cancer Outcome Prediction
  • Author : Dezhi Hou
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 76
  • ISBN : 9780080468037
GET BOOK

Summary : 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 ...

Improving Breast Cancer Outcome Prediction by Combining Multiple Data Sources

Improving Breast Cancer Outcome Prediction by Combining Multiple Data Sources
  • Author : Martinus Hendrikus van Vliet
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 212
  • ISBN : 9780080468037
GET BOOK

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

Comparison of Diverse Genomic Data for Outcome Prediction in Cancer

Comparison of Diverse Genomic Data for Outcome Prediction in Cancer
  • Author : Hugo Gómez Rueda
  • Publisher : Unknown
  • Release Date : 2015
  • Total pages : 212
  • ISBN : 9780080468037
GET BOOK

Summary : "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 ...

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

Identification of DNA Methylation Biomarkers for Disease Outcome Prediction of Esophageal Cancer and Lung Cancer
  • Author : 郭懿瑩
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 165
  • ISBN : 9780080468037
GET BOOK

Summary : 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 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 and ...

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

Prognostic Value of Histology and Lymph Node Status in Bilharziasis Bladder Cancer  Outcome Prediction Using Neural Networks
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 5
  • ISBN : 9780080468037
GET BOOK

Summary : 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 ...

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

CT radiomics in the Context of Outcome Prediction After Chemoradio Therapy  CRT  in Cancer Patients
  • Author : Jairo Andrés Socarrás Fernández
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 212
  • ISBN : 9780080468037
GET BOOK

Summary : 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 which was released on 2020. Get CT radiomics in the Context of Outcome Prediction After Chemoradio Therapy CRT in Cancer Patients ...

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

In Search of Improved Outcome Prediction of Prostate Cancer   a Biological and Clinical Approach
  • Author : Andrew M. Erickson
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 123
  • ISBN : 9780080468037
GET BOOK

Summary : 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 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, ePub ...

From Correlation to Casuality

From Correlation to Casuality
  • Author : Janine Roy
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 123
  • ISBN : 9780080468037
GET BOOK

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

Issues in Cancer Epidemiology and Research 2011 Edition

Issues in Cancer Epidemiology and Research  2011 Edition
  • Author : Anonim
  • Publisher : ScholarlyEditions
  • Release Date : 2012-01-09
  • Total pages : 3510
  • ISBN : 9780080468037
GET BOOK

Summary : Issues in Cancer Epidemiology and Research / 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Cancer Epidemiology and Research. The editors have built Issues in Cancer Epidemiology and Research: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Cancer Epidemiology and ...

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

Procalcitonin Improves the Glasgow Prognostic Score for Outcome Prediction in Emergency Patients with Cancer
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2015
  • Total pages : 18
  • ISBN : 9780080468037
GET BOOK

Summary : Download or read online Procalcitonin Improves the Glasgow Prognostic Score for Outcome Prediction in Emergency Patients with Cancer written by , published by 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 Kindle....

Predicting Cancer Outcome

Predicting Cancer Outcome
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2005
  • Total pages : 6
  • ISBN : 9780080468037
GET BOOK

Summary : We read with interest the paper by Michiels et al on the prediction of cancer with microarrays and the commentary by Ioannidis listing the potential as well as the limitations of this approach (February 5, p 488 and 454). Cancer is a disease characterized by complex, heterogeneous mechanisms and studies to define factors ...

Radiation Therapy Outcome Prediction Using Statistical Correlations Deep Learning

Radiation Therapy Outcome Prediction Using Statistical Correlations   Deep Learning
  • Author : André Diamant Boustead
  • Publisher : Unknown
  • Release Date : 2020
  • Total pages : 212
  • ISBN : 9780080468037
GET BOOK

Summary : "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 ...

Identification of MicroRNAs for the Prediction of Breast Cancer Treatment Outcome

Identification of MicroRNAs for the Prediction of Breast Cancer Treatment Outcome
  • Author : Joanna Achinger-Kawecka
  • Publisher : Unknown
  • Release Date : 2014
  • Total pages : 113
  • ISBN : 9780080468037
GET BOOK

Summary : Download or read online Identification of MicroRNAs for the Prediction of Breast Cancer Treatment Outcome written by Joanna Achinger-Kawecka, published by which was released on 2014. Get Identification of MicroRNAs for the Prediction of Breast Cancer Treatment Outcome Books now! Available in PDF, ePub and Kindle....