Insurance, Biases, Discrimination and Fairness
Author: Arthur Charpentier
Publisher: Springer Nature
Published:
Total Pages: 491
ISBN-13: 303149783X
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Author: Arthur Charpentier
Publisher: Springer Nature
Published:
Total Pages: 491
ISBN-13: 303149783X
DOWNLOAD EBOOKAuthor: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Published: 2017-04-27
Total Pages: 583
ISBN-13: 0309452961
DOWNLOAD EBOOKIn the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.
Author: United States. Federal Housing Administration
Publisher:
Published: 1936-04
Total Pages: 264
ISBN-13:
DOWNLOAD EBOOKAuthor: Vladik Kreinovich
Publisher: Springer Nature
Published:
Total Pages: 491
ISBN-13: 3031436016
DOWNLOAD EBOOKAuthor: Danai Koutra
Publisher: Springer Nature
Published: 2023-09-16
Total Pages: 758
ISBN-13: 3031434153
DOWNLOAD EBOOKThe multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models; Graph Contrastive Learning. Part III: Graph Neural Networks; Graphs; Interpretability; Knowledge Graphs; Large-scale Learning. Part IV: Natural Language Processing; Neuro/Symbolic Learning; Optimization; Recommender Systems; Reinforcement Learning; Representation Learning. Part V: Robustness; Time Series; Transfer and Multitask Learning. Part VI: Applied Machine Learning; Computational Social Sciences; Finance; Hardware and Systems; Healthcare & Bioinformatics; Human-Computer Interaction; Recommendation and Information Retrieval. Part VII: Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo.
Author: Davide Cirillo
Publisher: Academic Press
Published: 2022-05-21
Total Pages: 280
ISBN-13: 0128213930
DOWNLOAD EBOOKSex and Gender Bias in Technology and Artificial Intelligence: Biomedicine and Healthcare Applications details the integration of sex and gender as critical factors in innovative technologies (artificial intelligence, digital medicine, natural language processing, robotics) for biomedicine and healthcare applications. By systematically reviewing existing scientific literature, a multidisciplinary group of international experts analyze diverse aspects of the complex relationship between sex and gender, health and technology, providing a perspective overview of the pressing need of an ethically-informed science. The reader is guided through the latest implementations and insights in technological areas of accelerated growth, putting forward the neglected and overlooked aspects of sex and gender in biomedical research and healthcare solutions that leverage artificial intelligence, biosensors, and personalized medicine approaches to predict and prevent disease outcomes. The reader comes away with a critical understanding of this fundamental issue for the sake of better future technologies and more effective clinical approaches. - First comprehensive title addressing the topic of sex and gender biases and artificial intelligence applications to biomedical research and healthcare - Co-published by the Women's Brain Project, a leading non-profit organization in this area - Guides the reader through important topics like the Generation of Clinical Data, Clinical Trials, Big Data Analytics, Digital Biomarkers, Natural Language Processing
Author: National Research Council
Publisher: National Academies Press
Published: 2004-07-24
Total Pages: 335
ISBN-13: 0309091268
DOWNLOAD EBOOKMany racial and ethnic groups in the United States, including blacks, Hispanics, Asians, American Indians, and others, have historically faced severe discriminationâ€"pervasive and open denial of civil, social, political, educational, and economic opportunities. Today, large differences among racial and ethnic groups continue to exist in employment, income and wealth, housing, education, criminal justice, health, and other areas. While many factors may contribute to such differences, their size and extent suggest that various forms of discriminatory treatment persist in U.S. society and serve to undercut the achievement of equal opportunity. Measuring Racial Discrimination considers the definition of race and racial discrimination, reviews the existing techniques used to measure racial discrimination, and identifies new tools and areas for future research. The book conducts a thorough evaluation of current methodologies for a wide range of circumstances in which racial discrimination may occur, and makes recommendations on how to better assess the presence and effects of discrimination.
Author: Gianmarco De Francisci Morales
Publisher: Springer Nature
Published:
Total Pages: 745
ISBN-13: 3031434277
DOWNLOAD EBOOKAuthor: Hiroshi Fukurai
Publisher: Springer Science & Business Media
Published: 1993-01-31
Total Pages: 270
ISBN-13: 9780306441448
DOWNLOAD EBOOKIn this timely volume, the authors provide a penetrating analysis of the institutional mechanisms perpetuating the related problems of minorities' disenfranchisement and their underrepresentation on juries.
Author: Lisa F. Berkman
Publisher: Oxford University Press
Published: 2000-03-09
Total Pages: 428
ISBN-13: 9780195083316
DOWNLOAD EBOOKThis book shows the important links between social conditions and health and begins to describe the processes through which these health inequalities may be generated. It reviews a range of methodologies that could be used by health researchers in this field and proposes innovative future research directions.