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Absolute Risk
Absolute Risk: Methods and Applications in Clinical Management and Public Health provides theory and examples to demonstrate the importance of absolute risk in counseling patients, devising public health strategies, and clinical management. The book provides sufficient technical detail to allow statisticians, epidemiologists, and clinicians to build, test, and apply models of absolute risk. Features: Provides theoretical basis for modeling absolute risk, including competing risks and cause-specific and cumulative incidence regression Discusses various sampling designs for estimating absolute risk and criteria to evaluate models Provides details on statistical inference for the various sampli...
Risk Assessment and Evaluation of Predictions
Methods of risk analysis and the outcome of particular evaluations and predictions are covered in detail in this proceedings volume, whose contributions are based on invited presentations from Professor Mei-Ling Ting Lee's 2011 symposium on Risk Analysis and the Evaluation of Predictions. This symposium was held at the University of Maryland in October of 2011. Risk analysis is the science of evaluating health, environmental, and engineering risks resulting from past, current, or anticipated, future activities. The use of these evaluations include to provide information for determining regulatory actions to limit risk, present scientific evidence in legal settings, evaluate products and potential liabilities within private organizations, resolve World Trade disputes amongst nations, and educate the public concerning particular risk issues. Risk analysis is an interdisciplinary science that relies on epidemiology and laboratory studies, collection of exposure and other field data, computer modeling, and related social, economic and communication considerations. In addition, social dimensions of risk are addressed by social scientists.
Sexualizing Cancer
"Starting in 2005, people in the US and Europe were inundated with media coverage announcing the between cervical cancer and the sexually transmitted virus HPV. Within a year, product ads promoted a vaccine targeting cancer's viral cause and girls and women were enrolled as early consumers of this new cancer vaccine. The knowledge of HPV's links to other cancers, notably anal and oral, soon followed, which identified new at-risk populations and ignited a variety of gendered and sexual issues related to cancer prevention. Sexualizing Cancer is the first book dedicated to the emergence and proliferation of the HPV vaccine. It shows how the late twentieth century scientific breakthrough that id...
Applied Machine Learning Using mlr3 in R
mlr3 is an award-winning ecosystem of R packages that have been developed to enable state-of-the-art machine learning capabilities in R. Applied Machine Learning Using mlr3 in R gives an overview of flexible and robust machine learning methods, with an emphasis on how to implement them using mlr3 in R. It covers various key topics, including basic machine learning tasks, such as building and evaluating a predictive model; hyperparameter tuning of machine learning approaches to obtain peak performance; building machine learning pipelines that perform complex operations such as pre-processing followed by modelling followed by aggregation of predictions; and extending the mlr3 ecosystem with cu...
The Current Challenges Underlying Hepatitis D Virus Infection
The Human Hepatitis D virus (HDV) is one of the smallest human RNA viruses (22 nm), characterized by the peculiarity to require Hepatitis B virus (HBV) for its replication. Indeed, HDV utilizes HBV surface glycoprotein (HBsAg) for viral entry, assembly and release, implying the need for a intrahepatic transcriptionally active HBV to ensure HDV replication. Chronic HBV/HDV coinfection is associated with a high risk of developing liver cirrhosis and hepatocellular carcinoma within 5–10 years, resulting in high fatality rate. Recent estimates suggest that 9-60 million individuals may be infected with HDV worldwide. However, these fluctuating estimates highlight a huge uncertainty about the real prevalence of HDV infection, mostly related to the lack of robust data on large populations of HBsAg positive patients undergoing HDV screening. This highlights the need of accurate screening programs that finely trace the circulation of HDV.
Global View of HIV Infection
Some of the topics covered in this book are: HIV infection HIV transmission Clinical symptoms of AIDS AIDS and opportunistic infection Prevention and treatment of HV Treatment of HIV infection and immune reconstitution
