الصفحة 27
الصفحة 27
Clinical decision support systems : Theory and practice
Writes the editor, "If used properly, CDSS have the potential to change the way medicine has been taught and practiced." As clinical decision support systems (CDSS) gain an increasingly central role in the delivery of high quality health care, it becomes more important for the health care community to understand their use. This text is designed as a resource for practicing clinicians, informaticians, teachers and students alike, and provides the most current, comprehensive look a the development and evaluation of clinical decision support systems.
Classification and Modeling with Linguistic Information Granules : Advanced Approaches to Linguistic Data Mining
Many approaches have already been proposed for classification and modeling in the literature. These approaches are usually based on mathematical mod els. Computer systems can easily handle mathematical models even when they are complicated and nonlinear (e.g., neural networks). On the other hand, it is not always easy for human users to intuitively understand mathe matical models even when they are simple and linear. This is because human information processing is based mainly on linguistic knowledge while com puter systems are designed to handle symbolic and numerical information. A large part of our daily communication is based on words. We learn from various media such as books, newspapers, magazines, TV, and the Inter net through words. We also communicate with others through words. While words play a central role in human information processing, linguistic models are not often used in the fields of classification and modeling. If there is no goal other than the maximization of accuracy in classification and modeling, mathematical models may always be preferred to linguistic models. On the other hand, linguistic models may be chosen if emphasis is placed on interpretability.
Classification and Learning Using Genetic Algorithms : Applications in Bioinformatics and Web Intelligence
This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. The book is unique in the sense of describing how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries, and it demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks. It provides a balanced mixture of theories, algorithms and applications, and in particular results from the bioinformatics and Web intelligence domains.
Chromatography for Sustainable Polymeric Materials : Renewable, Degradable and Recyclable
This volume is a valuable contribution to sustainability research. … This interesting, well-written book provides the reader with an excellent resource on how to effectively use simple chromatographic techniques to aid in determining processing conditions, additive formulations, quality control, service life, degradation pathways, and more.
Chinese Spoken Language, Processing ; 5th International Symposium, ISCSLP 2006, Singapore, December 13-16, 2006, Proceedings
This book contains a selection of refereed papers presented at the Fifth Inter- tionalSymposium on Chinese Spoken Language Processing(ISCSLP 2006), held in Singapore during December 13-16, 2006. ISCSLP is a biennial conference for scientists, researchers, and practitionersto reportand discuss the latest progress in all scientifc and technological aspects of Chinese spoken language processing (CSLP). The previous four conferences were held in Singapore (ISCSLP 1998), Beijing (ISCSLP 2000), Taipei (ISCSLP 2002) and Hong Kong (ISCSLP 2004), respectively.
Chinese Computational Linguistics ; 19th China National Conference, CCL 2020, Hainan, China, October 30 – November 1, 2020, Proceedings
This book constitutes the proceedings of the 19th China National Conference on Computational Linguistics, CCL 2020, held in Hainan, China, in October/November 2020. The 32 full and 2 short papers presented in this volume were carefully reviewed and selected from 99 submissions. They were organized in topical sections named: fundamental theory and methods of computational linguistics; information retrieval, dialogue and question answering; text generation and summarization; knowledge graph and information extraction; machine translation and multilingual information processing; minority language information processing; language resource and evaluation; social computing and sentiment analysis; and NLP applications.
Chemogenomics : Methods and protocols
Presents both theoretical guidance and protocols on chemogenomics including chemogenomics library assembly, compound profiling, and phenotypic assays. The chapters in this book cover topics such as the assembly and use of Kinase Chemogenomics; data mining for chemogenomic compound candidates; protocols for protein family-focused assay systems to profile chemogenomic compounds; functional and target engagement assays in cellular settings for broad characterization; and a discussion on phenotypic assays where chemogenomic sets may be applied.
Chance Discoveries in Real World Decision Making : Data-based Interaction of Human intelligence and Artificial Intelligence
For this book, the editors invited and called for contributions from indispensable research areas relevant to "chance discovery," which has been defined as the discovery of events significant for making a decision, and studied since 2000. From respective research areas as artificial intelligence, mathematics, cognitive science, medical science, risk management, methodologies for design and communication, the invited and selected authors in this book present their particular approaches to chance discovery. The chapters here show contributions to identifying rare or hidden events and explaining their significance, predicting future trends, communications for scenario development in marketing and design, identification effects and side-effects of medicines, etc.
Cell Stress Proteins
This comprehensive volume, written by experts in the field, provides a current understanding of the molecular properties of the heat shock proteins and their roles in health and disease. Cell Stress Proteins includes advances in several aspects of stress protein research, with chapters ranging from basic studies of the role of heat shock proteins in protein folding to reviews examining the breakdown of stress protein regulation during disease. It also provides analysis of the biochemical and molecular properties of heat shock proteins which can be utilized in evaluating their role in human physiology and pathology. Cell Stress Proteins is an ideal book for researchers, clinicians, physicians, and graduate students in the fields of biochemistry, cell biology, microbiology, immunology, and genetics.
Cancer vaccination and challenges Vol.2 : delivery strategies for cancer vaccine and immunotherapy in the management of various carcinomas
Covers delivery strategies of cancer vaccines for the management of various forms of carcinoma, examining the prospects of delivering immuno-oncology therapies, focusing specifically on effective drug delivery strategies for the treatment of lung, prostate, and pancreatic carcinomas.
Business process management Workshops ; BPM 2007 International Workshops, BPI, BPD, CBP, ProHealth, RefMod, semantics4ws, Brisbane, Australia, September 24, 2007, Revised Selected Papers
This book constitutes the thoroughly refereed post-workshop proceedings of 6 internationl workshops held in Brisbane, Australia, in conjunction with the 5th International Conference on Business Process Management, BPM 2007, in September 2007.
Business process management ; Vol. 4102 : 4th International Conference, BPM 2006, Vienna, Austria, September 5-7, 2006, Proceedings
This book constitutes the refereed proceedings of the 4th International Conference on Business Process Management, BPM 2006. The book presents 20 revised full papers, 5 industrial papers, and 15 short papers together with an invited paper and the abstract of an invited talk. The papers are organized in topical sections on monitoring and mining, service composition, process models and languages, dynamic process management, Web service composition, and applied business process management.
Business process management ; 5th International Conference, BPM 2007, Brisbane, Australia, September 24-28, 2007, Proceedings
This book includes business process maturity and performance, business process modeling, case studies, compliance and change, process configuration and execution, formal foundations of BPM, business process mining, and semantic issues in BPM.
Building systems in interior design
Takes an entirely new approach to teaching this essential topic for Architects, Designers and Building Engineers. Written to prepare students for the real world and packed with practical examples, the book will foster an understanding of specific issues that are critical to those features of technical systems that most directly affect design. The book stresses the ever-present nature of these systems: they are everywhere, all the time. Taking a design oriented view, it outlines what can and cannot be done, and provides the student with the know-how and confidence to defend and promote their design intent when working with other industry professionals.
Building from tradition : Local materials and methods in contemporary architecture
Examines the recent resurgence of interest in the handmade building and the use of local and renewable materials in contemporary construction. In the past, raw materials were shaped to provide shelter and to accommodate the cultural, social, and economic needs of individuals and communities. This is still true today as architects, engineers, and builders turn once again to local resources and methods, not simply for constructing buildings, but also as a strategy for supporting social engagement, sustainable development, and cultural continuity. Building from Tradition features global case studies that allow readers to understand how building practices-developed and refined by previous generations-continue to be adapted to suit a broad range of cultural and environmental contexts. The book provides: a survey of historical and technical information about geologic and plant-based materials such as: stone, earth, reed and grass, wood, and bamboo; 24 detailed case studies examining the disadvantages and benefits to using traditional materials and methods and how they are currently being integrated with contemporary construction practices
Bone remodeling and osseointegration of implants
Provides an insight into the latest advances in bone fracture healing and remodeling algorithm and their incorporation into patient-specific finite element models and the use of machine learning and artificial intelligence to predict the bone regeneration and osseointegration process with a certain degree of accuracy. It also examines the applications of numerical models to simulate the fracture healing process, which may prove to be advantageous in determining the optimal mechanical-based treatment or reconstruction after an accident or illness.
Biomining
Biomining is the biotechnology that uses microorganisms to recover metals, in particular copper and gold, from ores and concentrates. Having developed from a very simple operational (in terms of both engineering and biology) process, biomining has developed into a multifaceted technology, to the extent that many of the largest industrial stirred tanks and heaps throughout the world are employed for bioprocessing minerals. This book has a strong applied approach and describes emerging and established industrial processes, as well as the underlying theory of the process, and the biology of the microorganisms involved. Chapters have been written by personnel from leading biomining companies, consultants and internationally recognized researchers and academics
Biomedical data mining for information retrieval : Methodologies, techniques, and applications
Discusses data mining, biomedical image processing, information retrieval with broad coverage of basic scientific applications. covers the topic of mining biomedical text, images and visual features towards information retrieval. Biomedical and health informatics is an emerging field of research at the intersection of information science, computer science, and healthcare and brings tremendous opportunities and challenges due to easily available and abundant biomedical data for further analysis. The aim of healthcare informatics is to ensure the high-quality, efficient healthcare, better treatment and quality of life by analyzing biomedical and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. Previously, it was a common requirement to have a domain expert to develop a model for biomedical or healthcare; however, recent advancements in representation learning algorithms allows us to automatically to develop the model. Biomedical image mining, a novel research area, due to the vast amount of available biomedical images, increasingly generates and stores digitally.
Biomarkers in drug discovery and development : A handbook of practice, application, and strategy
Discusses biomarker characterization and validation and applications throughout drug discovery and development. Explains where proper use of biomarkers can substantively impact drug development timelines and costs, enable selection of better compounds and reduce late stage attrition, and facilitate personalized medicine. Helps readers get a better understanding of biomarkers and how to use them, for example which are accepted by regulators and which still non-validated and exploratory. Updates developments in genomic sequencing, and application of large data sets into pre-clinical and clinical testing; and adds new material on data mining, economics, and decision making, personal genetic tools, and wearable monitoring. Includes case studies of biomarkers that have helped and hindered decision making
Biological and medical data analysis ; Vol. 3745 ; 6th International symposium, ISBMDA 2005, Aveiro, Portugal, November 10-11, 2005, Proceedings
The 6th International Symposium on Biological and Medical Data Analysisaimed to become a place where researchersinvolved in these diverse but increas-ingly complementary areas could meet topresent and discuss their scientificresults.The papers in this volume discuss issues from statistical models to archi-tectures and applications to bioinformatics and biomedicine. They cover bothpractical experience and novel research ideas and concepts.
