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Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning
This book constitutes the refereed proceedings of the 10th International Workshop on Clinical Image-Based Procedures, CLIP 2021, Second MICCAI Workshop on Distributed and Collaborative Learning, DCL 2021, First MICCAI Workshop, LL-COVID19, First Secure and Privacy-Preserving Machine Learning for Medical Imaging Workshop and Tutorial, PPML 2021, held in conjunction with MICCAI 2021, in October 2021. The workshops were planned to take place in Strasbourg, France, but were held virtually due to the COVID-19 pandemic. CLIP 2021 accepted 9 papers from the 13 submissions received. It focuses on holistic patient models for personalized healthcare with the goal to bring basic research methods closer...
Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health
This book constitutes the refereed proceedings of the Third MICCAI Workshop on Distributed, Collaborative, and Federated Learning, DeCaF 2022, and the Second MICCAI Workshop on Affordable AI and Healthcare, FAIR 2022, held in conjunction with MICCAI 2022, in Singapore in September 2022. FAIR 2022 was held as a hybrid event. DeCaF 2022 accepted 14 papers from the 18 submissions received. The workshop aims at creating a scientific discussion focusing on the comparison, evaluation, and discussion of methodological advancement and practical ideas about machine learning applied to problems where data cannot be stored in centralized databases or where information privacy is a priority. For FAIR 2022, 4 papers from 9 submissions were accepted for publication. The topics of the accepted submissions focus on deep ultrasound segmentation, portable OCT image quality enhancement, self-attention deep networks and knowledge distillation in low-regime setting.
Proceedings of the XII All Russian Scientific Conference on Current Issues of Continuum Mechanics and Celestial Mechanics
Zusammenfassung: This book presents peer reviewed articles from The XII All Russian Scientific Conference on Current issues of Continuum Mechanics and Celestial Mechanics (XII CICMCM), held on 15-17 November 2023, at Toms in, Russia. It summarizes the latest studies on shock and explosive loading of promising materials, including functionally graded materials, porous materials, multilayer ceramic structures, advanced materials and etc. It provides a platform for researchers (and professionals) to exchange ideas and present the latest findings in these important and growing areas of applied physics and engineering
Elegant Objects
TL;DR Compound variable names, validators, private static literals, configurable objects, inheritance, annotations, MVC, dependency injection containers, reflection, ORM and even algorithms are our enemies.
International Institutional Law
For the e-version of the NEW 6th Edition of International Institutional Law, please go to: https://brill.com/view/title/36421 In recent years there has been a resurgence of interest in the law of public international organizations. This fifth, revised edition of International Institutional Law covers the most recent developments in the field. Although public international organizations such as the United Nations, the World Trade Organization, the World Health Organization, ASEAN, the European Union and other organizations have broadly divergent objectives, powers, fields of activity and numbers of member states, they also share a wide variety of institutional problems. Rather than being a ha...
Candidate Strategies and Electoral Competition in the Russian Federation
In the early 1990s, competitive elections in the Russian Federation signaled the end of the authoritarian political system dominated by a single political party. More than ten years and many elections later, a single party led by Russian President Vladimir Putin threatens to end Russia's democratic experiment. Russia's experience with new elections is not unique but it does challenge existing theories of democratic consolidation by showing that competitive elections cannot guarantee successful democratic consolidation. This book explores the conditions under which electoral competition contributes to democratic development by examining impact of elections on democratic consolidation. The theoretic framework focuses on the construction of infrastructure that transforms competitive elections into mechanisms of democratic development and shows how candidates for national parliamentary office systematically chose electoral strategies that undermined Russia's democratic foundation and created the conditions for a new single party autocracy to emerge.
Adjudicating Trade and Investment Disputes
A multi-disciplinary, multi-author analysis of convergence and divergence between trade and international dispute settlement.
Federated Learning
This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications. Privacy and incentive issues are the focus of this book. It is timely as federated learning is becoming popular after the release of the General Data Protection Regulation (GDPR). Since federated learning aims to enable a machine model to be collaboratively trained without each party exposing private data to others. This setting adheres to regulatory requirements of data privacy protection such as GDPR. This book contains three main parts. Firstly, it introduces different privacy-preserving methods for protecting a federated lear...
Myeloid cells in health and liver disease
Cells of the myeloid lineage display diverse roles and functions both in tissue homeostatic conditions and during the development of liver diseases. Hepatic myeloid cells such asKupffer cells exert immune surveillance while maintaining immune tolerance. This helps to prevent excessive immune stimulation upon encounter with gut-derived antigens from food and commensal microbes, or rapidly identifying and eliminating pathogens. Myeloid cells also exhibit a dual role by contributing to both the initiation and progression of liver diseases. During liver inflammation, myeloid cells secrete cytokines and chemokines that promote chemotaxis and tissue damage. Further down the process they can undergo reprogramming into pro-resolving, anti-inflammatory cells. In extremis, these can lead to loss of liver function and development of fibrosis and cirrhosis. Liver myeloid cells can also dictate the progress of hepatic malignancy by either promoting the infiltration and activation or suppressing the activities of effector and/or cytotoxic T cells.
