Download or read book Concept Extraction for Disability Insurance Payment Evaluation written by Jeremy Lai and published by . This book was released on 2011 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automated evaluation of claims for medical and disability insurance benefits poses a difficult challenge that will take years to be solved. The precise wording of insurance rules and the terse language in medical history files make it difficult for humans, let alone computers, to assess insurance payment qualification accurately. In this thesis, we work towards building a tool that will aid, but not replace, human evaluators. We automate the extraction of relevant parts of medical history files; if sufficiently accurate, this would eliminate the need for human evaluators to comb through hundreds of pages of medical history files. We first create a list of medical concepts, mainly disease and procedure names, from the cardiovascular section of the "Blue Book" for Disability Evaluation under Social Security. Then, using a variation of the longest common substring algorithm, we characterize each medical file line using its substring overlaps with the list of medical concepts. Finally, with human annotations of whether each medical file line is relevant or not, we build machine learning classifiers predicting each line's relevance using its overlap characterization. The classifiers we use are Naive Bayes and Support Vector Machines.
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.
Download or read book Rulings written by United States. Social Security Administration and published by . This book was released on 1984 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social security rulings on federal old-age, survivors, disability, and supplemental security income; and black lung benefits.
Download or read book The Spectator written by and published by . This book was released on 1923 with total page 1000 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Commissioner of Social Security s Proposal to Improve the Disability Process written by United States. Congress. House. Committee on Ways and Means. Subcommittee on Social Security and published by . This book was released on 2005 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Supplemental Security Income Program written by United States. Congress. House. Committee on Ways and Means. Subcommittee on Human Resources and published by . This book was released on 2005 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Studies from Interagency Data Linkages written by and published by . This book was released on 1980-03 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Monthly Labor Review written by United States. Bureau of Labor Statistics and published by . This book was released on 1992 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Compensation Review written by and published by . This book was released on 1928 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reports of all decisions rendered in workmen's compensation cases in the federal courts and in the state supreme courts.
Download or read book Assessing Genetic Risks written by Institute of Medicine and published by National Academies Press. This book was released on 1994-01-01 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Raising hopes for disease treatment and prevention, but also the specter of discrimination and "designer genes," genetic testing is potentially one of the most socially explosive developments of our time. This book presents a current assessment of this rapidly evolving field, offering principles for actions and research and recommendations on key issues in genetic testing and screening. Advantages of early genetic knowledge are balanced with issues associated with such knowledge: availability of treatment, privacy and discrimination, personal decision-making, public health objectives, cost, and more. Among the important issues covered: Quality control in genetic testing. Appropriate roles for public agencies, private health practitioners, and laboratories. Value-neutral education and counseling for persons considering testing. Use of test results in insurance, employment, and other settings.
Download or read book Highlights in Disability Rehabilitation and Inclusion 2021 22 written by Daniel Mont and published by Frontiers Media SA. This book was released on 2023-07-21 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Concepts Cases and Regulations in Financial Fraud and Corruption written by Rafay, Abdul and published by IGI Global. This book was released on 2023-03-07 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the last few decades, financially and technologically corrupt practices, such as financial and technological crimes, frauds, forgeries, scandals, and money laundering, have been monitored in many countries around the globe. There is a general lack of awareness regarding these issues among various stakeholders including researchers and practitioners. Concepts, Cases, and Regulations in Financial Fraud and Corruption considers all aspects of financial and technological crimes, frauds, and corruption in individual, organizational, and societal experiences. The book also discusses the emergence and practices of financial crimes, frauds, and corruption during the last century and especially in the current technological advancement. Covering key topics such as financing, ethical leadership, tax evasion, and insider trading, this premier reference source is ideal for computer scientists, business owners, managers, researchers, scholars, academicians, practitioners, instructors, and students.
Download or read book Mental Disorders and Disabilities Among Low Income Children written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2015-10-28 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Children living in poverty are more likely to have mental health problems, and their conditions are more likely to be severe. Of the approximately 1.3 million children who were recipients of Supplemental Security Income (SSI) disability benefits in 2013, about 50% were disabled primarily due to a mental disorder. An increase in the number of children who are recipients of SSI benefits due to mental disorders has been observed through several decades of the program beginning in 1985 and continuing through 2010. Nevertheless, less than 1% of children in the United States are recipients of SSI disability benefits for a mental disorder. At the request of the Social Security Administration, Mental Disorders and Disability Among Low-Income Children compares national trends in the number of children with mental disorders with the trends in the number of children receiving benefits from the SSI program, and describes the possible factors that may contribute to any differences between the two groups. This report provides an overview of the current status of the diagnosis and treatment of mental disorders, and the levels of impairment in the U.S. population under age 18. The report focuses on 6 mental disorders, chosen due to their prevalence and the severity of disability attributed to those disorders within the SSI disability program: attention-deficit/hyperactivity disorder, oppositional defiant disorder/conduct disorder, autism spectrum disorder, intellectual disability, learning disabilities, and mood disorders. While this report is not a comprehensive discussion of these disorders, Mental Disorders and Disability Among Low-Income Children provides the best currently available information regarding demographics, diagnosis, treatment, and expectations for the disorder time course - both the natural course and under treatment.
Download or read book Social Security Bulletin written by and published by . This book was released on 1988 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Biomedical Natural Language Processing written by Kevin Bretonnel Cohen and published by John Benjamins Publishing Company. This book was released on 2014-02-15 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Natural Language Processing is a comprehensive tour through the classic and current work in the field. It discusses all subjects from both a rule-based and a machine learning approach, and also describes each subject from the perspective of both biological science and clinical medicine. The intended audience is readers who already have a background in natural language processing, but a clear introduction makes it accessible to readers from the fields of bioinformatics and computational biology, as well. The book is suitable as a reference, as well as a text for advanced courses in biomedical natural language processing and text mining.
Download or read book Teaching and learning human computer interaction HCI Current and emerging practices written by Audrey Girouard and published by Frontiers Media SA. This book was released on 2023-03-27 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Weekly Underwriter written by and published by . This book was released on 1925 with total page 1380 pages. Available in PDF, EPUB and Kindle. Book excerpt:
