Statistical Diagnostics for Cancer

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Publisher : John Wiley & Sons
ISBN 13 : 3527665455
Total Pages : 301 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Statistical Diagnostics for Cancer by : Matthias Dehmer

Download or read book Statistical Diagnostics for Cancer written by Matthias Dehmer and published by John Wiley & Sons. This book was released on 2012-11-28 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Saving Women's Lives

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Publisher : National Academies Press
ISBN 13 : 0309165946
Total Pages : 384 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Saving Women's Lives by : National Research Council

Download or read book Saving Women's Lives written by National Research Council and published by National Academies Press. This book was released on 2005-03-18 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The outlook for women with breast cancer has improved in recent years. Due to the combination of improved treatments and the benefits of mammography screening, breast cancer mortality has decreased steadily since 1989. Yet breast cancer remains a major problem, second only to lung cancer as a leading cause of death from cancer for women. To date, no means to prevent breast cancer has been discovered and experience has shown that treatments are most effective when a cancer is detected early, before it has spread to other tissues. These two facts suggest that the most effective way to continue reducing the death toll from breast cancer is improved early detection and diagnosis. Building on the 2001 report Mammography and Beyond, this new book not only examines ways to improve implementation and use of new and current breast cancer detection technologies but also evaluates the need to develop tools that identify women who would benefit most from early detection screening. Saving Women's Lives: Strategies for Improving Breast Cancer Detection and Diagnosis encourages more research that integrates the development, validation, and analysis of the types of technologies in clinical practice that promote improved risk identification techniques. In this way, methods and technologies that improve detection and diagnosis can be more effectively developed and implemented.

The Statistical Evaluation of Medical Tests for Classification and Prediction

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Publisher : OUP Oxford
ISBN 13 : 019158861X
Total Pages : 319 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis The Statistical Evaluation of Medical Tests for Classification and Prediction by : Margaret Sullivan Pepe

Download or read book The Statistical Evaluation of Medical Tests for Classification and Prediction written by Margaret Sullivan Pepe and published by OUP Oxford. This book was released on 2003-03-13 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes statistical techniques for the design and evaluation of research studies on medical diagnostic tests, screening tests, biomarkers and new technologies for classification and prediction in medicine.

Analysis of Cancer Risks in Populations Near Nuclear Facilities

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Publisher : National Academies Press
ISBN 13 : 0309255716
Total Pages : 424 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Analysis of Cancer Risks in Populations Near Nuclear Facilities by : National Research Council

Download or read book Analysis of Cancer Risks in Populations Near Nuclear Facilities written by National Research Council and published by National Academies Press. This book was released on 2012-06-29 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the late 1980s, the National Cancer Institute initiated an investigation of cancer risks in populations near 52 commercial nuclear power plants and 10 Department of Energy nuclear facilities (including research and nuclear weapons production facilities and one reprocessing plant) in the United States. The results of the NCI investigation were used a primary resource for communicating with the public about the cancer risks near the nuclear facilities. However, this study is now over 20 years old. The U.S. Nuclear Regulatory Commission requested that the National Academy of Sciences provide an updated assessment of cancer risks in populations near USNRC-licensed nuclear facilities that utilize or process uranium for the production of electricity. Analysis of Cancer Risks in Populations near Nuclear Facilities: Phase 1 focuses on identifying scientifically sound approaches for carrying out an assessment of cancer risks associated with living near a nuclear facility, judgments about the strengths and weaknesses of various statistical power, ability to assess potential confounding factors, possible biases, and required effort. The results from this Phase 1 study will be used to inform the design of cancer risk assessment, which will be carried out in Phase 2. This report is beneficial for the general public, communities near nuclear facilities, stakeholders, healthcare providers, policy makers, state and local officials, community leaders, and the media.

Multimodal Optical Diagnostics of Cancer

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Publisher : Springer Nature
ISBN 13 : 3030445941
Total Pages : 605 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Multimodal Optical Diagnostics of Cancer by : Valery V. Tuchin

Download or read book Multimodal Optical Diagnostics of Cancer written by Valery V. Tuchin and published by Springer Nature. This book was released on 2020-10-23 with total page 605 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth description and discussion of different multi-modal diagnostic techniques for cancer detection and treatment using exact optical methods, their comparison, and combination. Coverage includes detailed descriptions of modern state of design for novel methods of optical non-invasive cancer diagnostics; multi-modal methods for earlier cancer diagnostic enhancing the probability of effective cancer treatment; modern clinical trials with novel methods of clinical cancer diagnostics; medical and technical aspects of clinical cancer diagnostics, and long-term monitoring. Biomedical engineers, cancer researchers, and scientists will find the book to be an invaluable resource. Introduces optical imaging strategies; Focuses on multimodal optical diagnostics as a fundamental approach; Discusses novel methods of optical non-invasive cancer diagnostics.

Stochastic Models, Statistics and Their Applications

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Publisher : Springer Nature
ISBN 13 : 3030286657
Total Pages : 449 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Stochastic Models, Statistics and Their Applications by : Ansgar Steland

Download or read book Stochastic Models, Statistics and Their Applications written by Ansgar Steland and published by Springer Nature. This book was released on 2019-10-15 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents selected and peer-reviewed contributions from the 14th Workshop on Stochastic Models, Statistics and Their Applications, held in Dresden, Germany, on March 6-8, 2019. Addressing the needs of theoretical and applied researchers alike, the contributions provide an overview of the latest advances and trends in the areas of mathematical statistics and applied probability, and their applications to high-dimensional statistics, econometrics and time series analysis, statistics for stochastic processes, statistical machine learning, big data and data science, random matrix theory, quality control, change-point analysis and detection, finance, copulas, survival analysis and reliability, sequential experiments, empirical processes, and microsimulations. As the book demonstrates, stochastic models and related statistical procedures and algorithms are essential to more comprehensively understanding and solving present-day problems arising in e.g. the natural sciences, machine learning, data science, engineering, image analysis, genetics, econometrics and finance.

Medical Statistics for Cancer Studies

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Publisher : CRC Press
ISBN 13 : 1000601102
Total Pages : 334 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Medical Statistics for Cancer Studies by : Trevor F. Cox

Download or read book Medical Statistics for Cancer Studies written by Trevor F. Cox and published by CRC Press. This book was released on 2022-06-23 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cancer is a dreaded disease. One in two people will be diagnosed with cancer within their lifetime. Medical Statistics for Cancer Studies shows how cancer data can be analysed in a variety of ways, covering cancer clinical trial data, epidemiological data, biological data, and genetic data. It gives some background in cancer biology and genetics, followed by detailed overviews of survival analysis, clinical trials, regression analysis, epidemiology, meta-analysis, biomarkers, and cancer informatics. It includes lots of examples using real data from the author’s many years of experience working in a cancer clinical trials unit. Features: A broad and accessible overview of statistical methods in cancer research Necessary background in cancer biology and genetics Details of statistical methodology with minimal algebra Many examples using real data from cancer clinical trials Appendix giving statistics revision.

Assessment of Cancer Screening

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Publisher : Springer Nature
ISBN 13 : 3030945774
Total Pages : 138 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Assessment of Cancer Screening by : Pamela M. Marcus

Download or read book Assessment of Cancer Screening written by Pamela M. Marcus and published by Springer Nature. This book was released on 2022 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cancer screening is a prominent strategy in cancer control in the United States, yet the ability to correctly interpret cancer screening data eludes many researchers, clinicians, and policy makers. This open access primer rectifies that situation by teaching readers, in simple language and with straightforward examples, why and how the population-level cancer burden changes when screening is implemented, and how we assess whether that change is of benefit. This book provides an in-depth look at the many aspects of cancer screening and its assessment, including screening phenomena, performance measures, population-level outcomes, research designs, and other important and timely topics. Concise, accessible, and focused, Assessment of Cancer Screening: A Primer is best suited to those with education or experience in clinical research or public health in the United States - no previous knowledge of cancer screening assessment is necessary. This is the first text dedicated to cancer screening theory and methodology to be published in 20 years.

Cell & Molecular Biology of Prostate Cancer

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Publisher : Springer
ISBN 13 : 3319956930
Total Pages : 135 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Cell & Molecular Biology of Prostate Cancer by : Heide Schatten

Download or read book Cell & Molecular Biology of Prostate Cancer written by Heide Schatten and published by Springer. This book was released on 2018-09-18 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume covers classic and modern cell and molecular biology of prostate cancer, as well as novel biomarkers, inflammation, centrosome pathologies, microRNAs, cancer initiation novel biomarkers, inflammation, centrosome pathologies, microRNAs, cancer initiation and genetics, epigenetics, mitochondrial dysfunctions and apoptosis, cancer stem cells, angiogenesis and progression to metastasis, and treatment strategies including clinical trials related to prostate cancer. Cell & Molecular Biology of Prostate Cancer is one of two companion books comprehensively addressing the biology and clinical aspects of prostate cancer. Prostate Cancer: Molecular & Diagnostic Imaging and Treatment Stategies, the companion volume, discusses both classic and the most recent imaging approaches including analysis of needle biopsies, applications of nanoparticle probes and peptide-based radiopharmaceuticals for detection, early diagnosis and treatment of prostate cancer. Taken together, these volumes form one comprehensive and invaluable contribution to the literature.

UICC Manual of Clinical Oncology

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Publisher : John Wiley & Sons
ISBN 13 : 1119013127
Total Pages : 856 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis UICC Manual of Clinical Oncology by : James D. Brierley

Download or read book UICC Manual of Clinical Oncology written by James D. Brierley and published by John Wiley & Sons. This book was released on 2015-07-28 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Manual of Clinical Oncology, Ninth Edition, published with the International Union Against Cancer (UICC), provides a concise, accessible and feasible reference covering state of art multidisciplinary clinical oncology in order to meet the needs of clinicians caring for cancer patients throughout the world. Edited by world-renowned practising oncologists and written by key opinion leaders, this book contains authoritative and up-to-date information on cancer detection, diagnosis and treatment alongside topics such as survivorship, special populations and palliative care. Remodelled and revised for the ninth edition to provide practical information to oncology workers, the UICC Manual of Clinical Oncology is structured in two parts. Part 1 covers general principles of cancer diagnosis and management with additional attention to special settings in oncology, including supportive care and survivorship, and Part 2 covers site-specific multidisciplinary cancer management. The edition includes up-to-date summaries of all treatment modalities (medical, surgical and radiation) for all tumour sites. It also contains the latest TNM classifications outlined in the TNM Classification of Malignant Tumours. The ninth edition includes: Practical presentation with bullet points, tables, and flow charts intended to facilitate quick reference for day-to-day clinical practice in busy oncology environments, Representation of multidisciplinary care for site specific management, Evidence-based approaches to management, including specific treatment recommendations and investigations guided by clinical practice guidelines, State of art evidence-based recommendations that take into consideration the lack of availability of certain medications or resources, as well as practice variations, in different and remote regions of the world, and Contemporary topics on cancer treatment, such as cancer informatics, evidence levels, principles of prognostication, survivorship and cancer in pregnancy. Oncologists, oncologists-in-training, nurses working with cancer patients and other health professionals responsible for treating and caring for those with cancers will find the UICC Manual of Clinical Oncology an indispensable and comprehensive resource.

New Theory of Discriminant Analysis After R. Fisher

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Publisher : Springer
ISBN 13 : 9811021643
Total Pages : 221 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis New Theory of Discriminant Analysis After R. Fisher by : Shuichi Shinmura

Download or read book New Theory of Discriminant Analysis After R. Fisher written by Shuichi Shinmura and published by Springer. This book was released on 2016-12-27 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to compare eight LDFs by different types of datasets, such as Fisher’s iris data, medical data with collinearities, Swiss banknote data that is a linearly separable data (LSD), student pass/fail determination using student attributes, 18 pass/fail determinations using exam scores, Japanese automobile data, and six microarray datasets (the datasets) that are LSD. We developed the 100-fold cross-validation for the small sample method (Method 1) instead of the LOO method. We proposed a simple model selection procedure to choose the best model having minimum M2 and Revised IP-OLDF based on MNM criterion was found to be better than other M2s in the above datasets. We compared two statistical LDFs and six MP-based LDFs. Those were Fisher’s LDF, logistic regression, three SVMs, Revised IP-OLDF, and another two OLDFs. Only a hard-margin SVM (H-SVM) and Revised IP-OLDF could discriminate LSD theoretically (Problem 2). We solved the defect of the generalized inverse matrices (Problem 3). For more than 10 years, many researchers have struggled to analyze the microarray dataset that is LSD (Problem 5). If we call the linearly separable model "Matroska," the dataset consists of numerous smaller Matroskas in it. We develop the Matroska feature selection method (Method 2). It finds the surprising structure of the dataset that is the disjoint union of several small Matroskas. Our theory and methods reveal new facts of gene analysis.

Statistical Inference as Severe Testing

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Publisher : Cambridge University Press
ISBN 13 : 1108563309
Total Pages : 503 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Statistical Inference as Severe Testing by : Deborah G. Mayo

Download or read book Statistical Inference as Severe Testing written by Deborah G. Mayo and published by Cambridge University Press. This book was released on 2018-09-20 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover on disagreements between experts charged with restoring integrity to science. It denies two pervasive views of the role of probability in inference: to assign degrees of belief, and to control error rates in a long run. If statistical consumers are unaware of assumptions behind rival evidence reforms, they can't scrutinize the consequences that affect them (in personalized medicine, psychology, etc.). The book sets sail with a simple tool: if little has been done to rule out flaws in inferring a claim, then it has not passed a severe test. Many methods advocated by data experts do not stand up to severe scrutiny and are in tension with successful strategies for blocking or accounting for cherry picking and selective reporting. Through a series of excursions and exhibits, the philosophy and history of inductive inference come alive. Philosophical tools are put to work to solve problems about science and pseudoscience, induction and falsification.

Registries for Evaluating Patient Outcomes

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Publisher : Government Printing Office
ISBN 13 : 1587634333
Total Pages : 385 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Registries for Evaluating Patient Outcomes by : Agency for Healthcare Research and Quality/AHRQ

Download or read book Registries for Evaluating Patient Outcomes written by Agency for Healthcare Research and Quality/AHRQ and published by Government Printing Office. This book was released on 2014-04-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This User’s Guide is intended to support the design, implementation, analysis, interpretation, and quality evaluation of registries created to increase understanding of patient outcomes. For the purposes of this guide, a patient registry is an organized system that uses observational study methods to collect uniform data (clinical and other) to evaluate specified outcomes for a population defined by a particular disease, condition, or exposure, and that serves one or more predetermined scientific, clinical, or policy purposes. A registry database is a file (or files) derived from the registry. Although registries can serve many purposes, this guide focuses on registries created for one or more of the following purposes: to describe the natural history of disease, to determine clinical effectiveness or cost-effectiveness of health care products and services, to measure or monitor safety and harm, and/or to measure quality of care. Registries are classified according to how their populations are defined. For example, product registries include patients who have been exposed to biopharmaceutical products or medical devices. Health services registries consist of patients who have had a common procedure, clinical encounter, or hospitalization. Disease or condition registries are defined by patients having the same diagnosis, such as cystic fibrosis or heart failure. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews.

Cancer Diagnostics and Therapeutics

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Publisher : Springer Nature
ISBN 13 : 9811647526
Total Pages : 525 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Cancer Diagnostics and Therapeutics by : S. K. Basu

Download or read book Cancer Diagnostics and Therapeutics written by S. K. Basu and published by Springer Nature. This book was released on 2022-04-15 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Assessing the Quality of Cancer Care

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Publisher : National Academies Press
ISBN 13 : 0309133548
Total Pages : 292 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Assessing the Quality of Cancer Care by : National Research Council

Download or read book Assessing the Quality of Cancer Care written by National Research Council and published by National Academies Press. This book was released on 2005-05-18 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shortly after 1998, leading members of Georgia's government, medical community, and public-spirited citizenry began considering ways in which some of Georgia's almost $5 billion, 25-year settlement from the tobacco industry's Master Settlement Agreement with the 50 states could be used to benefit Georgia residents. Given tobacco's role in causing cancer, they decided to create an entity and program with the mission of making Georgia a national leader in cancer prevention, treatment, and research. This new entity-called the Georgia Cancer Coalition, Inc. (GCC)-and the state of Georgia subsequently began implementing a far-reaching state cancer initiative that includes five strategic goals: (1) preventing cancer and detecting existing cancers earlier; (2) improving access to quality care for all state residents with cancer; (3) saving more lives in the future; (4) training future cancer researchers and caregivers; and (5) turning the eradication of cancer into economic growth for Georgia. Assessing the Quality of Cancer Care identifies a set of measures that could be used to gauge Georgia's progress in improving the quality of its cancer services and in reducing cancer-related morbidity and mortality.

Screening

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Publisher : Oxford University Press
ISBN 13 : 0192528661
Total Pages : 368 pages
Book Rating : 4.1/5 (925 download)

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Book Synopsis Screening by : Angela E. Raffle

Download or read book Screening written by Angela E. Raffle and published by Oxford University Press. This book was released on 2019-06-06 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Screening programmes involve the systematic offer of testing for populations or groups of apparently healthy people to identify individuals who may be at future risk of a particular medical condition or disease, with the aim of offering intervention to reduce their risk. For many years, screening was practised without debate, and without evidence, but in the 1960s serious challenges were raised about many of the screening procedures then being practised. Benefits and harms of screening must be measured in high quality trials, and the benefits of screening must be weighed alongside the negative side-effects. Concerns were raised about potential and actual harm arising when people without a health problem received dangerous and unnecessary investigations and treatments as a result of routine screening tests. Controversy raged, and it took some 50 years to achieve widespread recognition that evidence-based and quality assured programme delivery was essential, coupled with provision of balanced informed to enable informed choice for potential participants. Commercially motivated provision of poor quality and non-evidence based screening tests is increasing and screening remains a highly contested topic that has relevance in all health systems including for the general public and media. This book serves as a practical and comprehensive guide to all aspects of screening. Following the international success of the first edition, this second edition brings extensive updates and new case study material. The first section deals with concepts, methods, and evidence, charts the story of screening back to 1861, and covers all aspects of a screening programme and how to research the full consequences. The second section is a practical guide to sound policy-making and to high quality delivery of best value screening. The controversies, paradoxes, uncertainties, and ethical dilemmas of screening are explained, and each chapter is packed with examples, real-life case histories, helpful summary points, and self-test questions. Reference is made to the NHS, a leader in screening, but the primary focus is on universal principles, making the book highly relevant across the globe.

Journal of the National Cancer Institute

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Publisher :
ISBN 13 :
Total Pages : 676 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Journal of the National Cancer Institute by :

Download or read book Journal of the National Cancer Institute written by and published by . This book was released on 2014 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: