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Federated Learning
How is it possible to allow multiple data owners to collaboratively train and use a shared prediction model while keeping all the local training data private? Traditional machine learning approaches need to combine all data at one location, typically a data center, which may very well violate the laws on user privacy and data confidentiality. Today, many parts of the world demand that technology companies treat user data carefully according to user-privacy laws. The European Union's General Data Protection Regulation (GDPR) is a prime example. In this book, we describe how federated machine learning addresses this problem with novel solutions combining distributed machine learning, cryptography and security, and incentive mechanism design based on economic principles and game theory. We explain different types of privacy-preserving machine learning solutions and their technological backgrounds, and highlight some representative practical use cases. We show how federated learning can become the foundation of next-generation machine learning that caters to technological and societal needs for responsible AI development and application.
Pick Up and Oocyte Management
This richly illustrated book focuses on one of the specific and crucial steps of the Medically Assisted Procreation techniques that is often overlooked: the oocyte pick-up. Enhanced by a large number of high-quality pictures, this atlas of oocyte retrieval comprehensively describes important aspects such as the setting of the ultrasonic equipment, the choice of needle, the layout of the devices in the room and the technique to be used, which, if not properly handled, can lead to erroneous behaviors. The original and detailed illustrations, mainly microscopic images and explanatory drawings, help readers to better understand how to manage all the phases of the ovarian pick-up and oocyte management. This practical atlas provides a valuable guide for all specialists who want to improve their skills and gain confidence with the MPA techniques.
Bariatric and Metabolic Surgery
Bariatric and Metabolic Surgery is recognized to be an important and effective option for the treatment of severe obesity and the various associated conditions and diseases. This book presents state of the art knowledge on such surgery with the aim of facilitating the sharing and exchange of knowledge, documenting effective techniques, and enhancing safety and outcomes. All technical aspects are covered in detail, and the text is complemented by many helpful illustrations. A further key feature is the provision of accompanying surgical videos, which will be of value to both novice and experienced surgeons. This textbook will be a great asset in clinical practice for all who are involved or interested in bariatric and metabolic surgery.
A Textbook of Clinical Embryology
A comprehensive guide for trainee embryologists and medical students in the specialized techniques and technology of assisted reproduction.
Handbook of Executive Functioning
Planning. Attention. Memory. Self-regulation. These and other core cognitive and behavioral operations of daily life comprise what we know as executive functioning (EF). But despite all we know, the concept has engendered multiple, often conflicting definitions and its components are sometimes loosely defined and poorly understood. The Handbook of Executive Functioning cuts through the confusion, analyzing both the whole and its parts in comprehensive, practical detail for scholar and clinician alike. Background chapters examine influential models of EF, tour the brain geography of the executive system and pose salient developmental questions. A section on practical implications relates earl...
Deep Learning
Provides an overview of general deep learning methodology and its applications to a variety of signal and information processing tasks
Textbook of Assisted Reproduction
Groundbreaking, comprehensive, and developed by a panel of leading international experts in the field, Textbook of Assisted Reproduction provides a multidisciplinary overview of the diagnosis and management of infertility, which affects 15% of all couples around the world. The book aims to cover all aspects of assisted reproduction. Particular attention is given to topics such as the assessment of infertile couples; assisted reproductive techniques (ARTs) including ovulation induction, intra uterine insemination (IUI), in vitro fertilization (IVF) and intracytoplasmic sperm injection (clinical and laboratory aspects); reproductive genetics; and obstetric and perinatal outcomes.
Infertility in Women with Polycystic Ovary Syndrome
This book presents up-to-date knowledge on infertility in the context of polycystic ovary syndrome (PCOS) and provides clear evidence-based guidance on its treatment. The book opens by discussing anovulation, oocyte quality, and the endometrium in women with PCOS, infertility and subfertility cofactors, and the impact of PCOS phenotypes on fertility. All aspects of management are then thoroughly addressed. The available medical treatments for PCOS-related infertility – including antiestrogens, aromatase inhibitors, insulin-sensitizing drugs, and gonadotropins – are reviewed, and other potential therapeutic approaches, such as acupuncture and laparoscopic ovarian drilling, are assessed. Careful attention is also devoted to the role of lifestyle interventions. The use of controlled ovarian stimulation in infertile PCOS patients undergoing intrauterine insemination or in vitro fertilization is examined in detail, as are the benefits of in vitro maturation of oocytes. This book will be of value to all who are involved in the care of women with PCOS and related infertility issues.
Principles and Practice of Controlled Ovarian Stimulation in ART
This book is on ovulation induction and controlled ovarian stimulation which is an integral part of most infertility therapies like intrauterine insemination and in vitro fertilization. It would deal with causes of anovulation and indications for ovarian stimulation. This book deals with basics as well as current and advanced practices. It provides a step by step protocol for ovarian stimulation. It gives a clear understanding of the science of reproductive endocrinology behind these stimulation protocols and roadmaps the latest therapies, defining their current relevance to treatment. Besides the practical guidance it also covers latest research work done in this field. In this day of information overload it is an attempt to integrate relevant information in a manner which can be applied in infertility practice in evidence based manner, making it rational, logical and rewarding for the reader.
Armenophobia in Azerbaijan
The idea of this book came after the presentation of Azeriсhild project which represented a systematized compilation of works by Azerbaijani authors intended for children audiences along with a series of examples of works created by children themselves, which gave a clear demonstration of the gap between the real situation in the Azerbaijani society about anything relating to Armenia and the declared tolerance for diversity of cultures and religions. Naturally enough, we tend to label this hatred as armenophobia often without full awareness of the pivotal role it plays in shaping the ethnic identity of Azerbaijanis; such hatred channeled against all that pertains to Armenia stands as the nemesis of their psychological model and fuels the juxtaposition of us vs. them which is fraught with repercussions for Azerbaijanis themselves. The large archive compiled by the authors of this book a) serves as a thesaurus for an analysis of ongoing processes in the Azerbaijani society and b) allows building a temporal perspective on three levels by covering the past history, current situation and expected ramifications of the armenophobic policy pursued at the state level in Azerbaijan.
