Statistical Diagnostics For Cancer

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Statistical Diagnostics For Cancer

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Author : Matthias Dehmer
language : en
Publisher: John Wiley & Sons
Release Date : 2012-11-28

Statistical Diagnostics For Cancer written by Matthias Dehmer and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-28 with Medical categories.

This ready reference discusses different methods for statistically analyzing and validating data created with high-throughput methods. As opposed to other titles, this book focusses on systems approaches, meaning that no single gene or protein forms the basis of the analysis but rather a more or less complex biological network. From a methodological point of view, the well balanced contributions describe a variety of modern supervised and unsupervised statistical methods applied to various large-scale datasets from genomics and genetics experiments. Furthermore, since the availability of sufficient computer power in recent years has shifted attention from parametric to nonparametric methods, the methods presented here make use of such computer-intensive approaches as Bootstrap, Markov Chain Monte Carlo or general resampling methods. Finally, due to the large amount of information available in public databases, a chapter on Bayesian methods is included, which also provides a systematic means to integrate this information. A welcome guide for mathematicians and the medical and basic research communities.

Cancer Diagnostics And Therapeutics

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Author : S. K. Basu
language : en
Publisher: Springer Nature
Release Date : 2022-04-15

Cancer Diagnostics And Therapeutics written by S. K. Basu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-15 with Medical categories.

This book presents multiple facets of cancer biology, including cancer diagnosis, therapeutics to the latest developments in cancer informatics, and applications of artificial intelligence for improving oncologic care. The initial section of the book discusses factors contributing to the development and causes of cancer. The subsequent sections discuss the basic principle of imaging and therapeutic techniques, including MRI, CT, and positron emission tomography (PET) Scan. The book further, explores the implications of cancer chemotherapy on the immune system and emphasizes the effective management of cancer-related pain. Towards the end, it covers recent advancements in cancer treatment, including targeted therapy, immunotherapy, interventional radiotherapy, and stem cell-based therapy. Lastly, it summarizes essential strategic elements of cancer informatics for improving patient outcome.

Journal Of The National Cancer Institute

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Author :
language : en
Publisher:
Release Date : 2014

Journal Of The National Cancer Institute written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Cancer categories.

Using And Understanding Medical Statistics

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Author : David E. Matthews
language : en
Publisher: S. Karger AG (Switzerland)
Release Date : 1988

Using And Understanding Medical Statistics written by David E. Matthews and has been published by S. Karger AG (Switzerland) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Medical categories.

Abstract: A textbook is intended to serve as a study guide for medical students for becoming well-informed regarding medical statistics for subsequent use in medical research. The theme of the text is to describe the statistical methodology frequently found in published medical research, particularly in the area of chronic diseases. Included are: basic concepts; text of significance; various statistical tests and tables; the use and comparison of survival curves; normally distributed data and their analysis; linear regression models for medical data; other regression models; the quality of data; clinical trial designs; and considerations of sample size. Specific applications to epidemiological studies also are described. Numerous tables, illustrations, and examples are given throughout the text.

Methods Of Cancer Diagnosis Therapy And Prognosis

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Author : M. A. Hayat
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-04-07

Methods Of Cancer Diagnosis Therapy And Prognosis written by M. A. Hayat and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-07 with Medical categories.

There are more than 100 types of cancers In Part II, head and neck cancer is d- affecting all parts of the human body. cussed. The global number of annual new More than 11 million people are diagnosed cases of this malignancy is ~500,000. These with cancer every year, and it is estimated malignancies include oral squamous cell that there will be 16 million new cases by carcinoma, salivary gland tumors, tons- the year 2020. In 2005, 7. 6 million peo- lar cancer, tongue cancer, nasopharyngeal ple died of cancer, that is, 13% of the 58 carcinoma, and retinoblastoma, which are million deaths worldwide. It is estimated detailed. In Part III, diagnosis, therapy, and that 9 million people will die from can- prognosis of thyroid carcinoma are d- cer worldwide in 2015 and 11. 4 million cussed. The global number of new cases of will die in 2030. More than 70% of all thyroid cancer is ~141,000, and the number cancer deaths occur in low and middle of worldwide thyroid mortalities is ~35,375. income countries. These statistics underlie The number of new cases of this cancer in the fact that cancer is the deadliest of all the United States is ~33,550. Molecular human diseases. The enormity of the glo- genetics of thyroid cancer, gene expr- bal healthcare costs as a result of cancer sion markers for diagnosis, papillary t- cannot be overemphasized.

National Cancer Institute Carcinogenesis Technical Report Series

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Author :
language : en
Publisher:
Release Date : 1976

National Cancer Institute Carcinogenesis Technical Report Series written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with categories.

Precision Medical Imaging For Cancer Diagnosis And Treatment Vol Ii

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Author : Alla Reznik
language : en
Publisher: Frontiers Media SA
Release Date : 2025-06-02

Precision Medical Imaging For Cancer Diagnosis And Treatment Vol Ii written by Alla Reznik and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-02 with Medical categories.

Given the success of the Research Topic "Precision Medical Imaging for Cancer Diagnosis and Treatment", we are pleased to launch a second volume. The ability to detect and diagnose medical conditions accurately and at the earliest stage of disease is often critical for effective treatment and recovery. In this regard, continued developments of medical imaging systems have vastly improved our ability to visualize body tissues and processes, enabling more accurate detection of medical conditions. However, recent trends for personalized or precision medicine, i.e. delivering “the right treatment to the right patient at the right time”, imposes new requirements for imaging modalities and calls for new approaches to provide the highest efficacy in diagnostic and predictive capabilities. The main goal of this Research Topic is to improve and expand readers' knowledge of novel medical imaging techniques and trends that have a direct impact on the advancement of precision medicine in cancer diagnosis and treatment, and incorporating it in clinical reality. This Research Topic highlights the latest advances in medical imaging for cancer diagnosis including those that open up new possibilities in the field of precision medicine. The implementation of precision medicine requires a shift towards organ-targeted high-resolution, high-sensitivity imaging methods that provide disease-specific information at the diagnostic stage. Precision imaging is also intertwined with the development of new indicators that not only visualize disease but also pinpoint its specific type, greatly improving adherence to treatment plans and ultimately saving lives.

Self Instructional Manual For Tumor Registrars Statistics And Epidemiology For Cancer Registrars

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Author :
language : en
Publisher:
Release Date : 1979

Self Instructional Manual For Tumor Registrars Statistics And Epidemiology For Cancer Registrars written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Tumors categories.

Handbook Of Statistics In Clinical Oncology Third Edition

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Author : John Crowley
language : en
Publisher: CRC Press
Release Date : 2012-03-26

Handbook Of Statistics In Clinical Oncology Third Edition written by John Crowley and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-26 with Mathematics categories.

Many new challenges have arisen in the area of oncology clinical trials. New cancer therapies are often based on cytostatic or targeted agents, which pose new challenges in the design and analysis of all phases of trials. The literature on adaptive trial designs and early stopping has been exploding. Inclusion of high-dimensional data and imaging techniques have become common practice, and statistical methods on how to analyse such data have been refined in this area. A compilation of statistical topics relevant to these new advances in cancer research, this third edition of Handbook of Statistics in Clinical Oncology focuses on the design and analysis of oncology clinical trials and translational research. Addressing the many challenges that have arisen since the publication of its predecessor, this third edition covers the newest developments involved in the design and analysis of cancer clinical trials, incorporating updates to all four parts: Phase I trials: Updated recommendations regarding the standard 3 + 3 and continual reassessment approaches, along with new chapters on phase 0 trials and phase I trial design for targeted agents. Phase II trials: Updates to current experience in single-arm and randomized phase II trial designs. New chapters include phase II designs with multiple strata and phase II/III designs. Phase III trials: Many new chapters include interim analyses and early stopping considerations, phase III trial designs for targeted agents and for testing the ability of markers, adaptive trial designs, cure rate survival models, statistical methods of imaging, as well as a thorough review of software for the design and analysis of clinical trials. Exploratory and high-dimensional data analyses: All chapters in this part have been thoroughly updated since the last edition. New chapters address methods for analyzing SNP data and for developing a score based on gene expression data. In addition, chapters on risk calculators and forensic bioinformatics have been added. Accessible to statisticians and oncologists interested in clinical trial methodology, the book is a single-source collection of up-to-date statistical approaches to research in clinical oncology.

Image Processing Techniques For Tumor Detection

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Author : Robin N. Strickland
language : en
Publisher: CRC Press
Release Date : 2002-04-24

Image Processing Techniques For Tumor Detection written by Robin N. Strickland and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-04-24 with Medical categories.

"Provides a current review of computer processing algorithms for the identification of lesions, abnormal masses, cancer, and disease in medical images. Presents useful examples from numerous imaging modalities for increased recognition of anomolies in MRI, CT, SPECT and digital/film X-Ray."