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Dermatoscopy
Dermatoscopy has undoubtedly advanced diagnostic accuracy of pigmented and non-pigmented skin lesions. Pattern analysis is the most powerful of current methods for dermatoscopic diagnosis, but it does present significant challenges to the learning dermatoscopist. We present here an algorithmic method, derived from pattern analysis, based on logical analysis of simply defined geometric features. We consider this presents fewer barriers to the beginner, but retains sufficient power for the most experienced user. Most importantly, it provides a better framework for elevating experience beyond mere anecdote, allowing experience to lead to true expertise.
Dermatoscopy and Skin Cancer, updated edition
Dermatoscopy and Skin Cancer, updated edition, is a handbook to help dermatologists, dermatoscopists and GPs easily differentiate between benign and malignant tumours, leading to fewer unnecessary biopsies and earlier treatment of cancers. Based around two easy to follow algorithms, 'Chaos and Clues' and 'Prediction without Pigment', the book shows all dermatoscope users how to confidently diagnose skin lesions earlier and with greater precision. In addition, this handbook provides coverage of: the microanatomy of the skin specimen processing and histopathology the language of dermatoscopy to help name and define structures and patterns approaches to skin examination and photodocumentation revised pattern analysis as an additional diagnostic algorithm dermatoscopic features of common and significant lesions. Using hundreds of high quality images, the authors provide a detailed algorithmic approach to assessing the skin; an approach that has been successfully taught to thousands of doctors around the world.
Neuromorphic Computing Systems for Industry 4.0
As artificial intelligence (AI) processing moves from the cloud to the edge of the network, battery-powered and deeply embedded devices are challenged to perform AI functions such as computer vision and voice recognition. Microchip Technology Inc., via its Silicon Storage Technology (SST) subsidiary, is addressing this challenge by significantly reducing power with its analog memory technology, the memBrain Memory Solution. The memBrain solution is being adopted by today’s companies looking to advance machine learning capacities in edge devices. Due to its ability to significantly reduce power, this analog in-memory computer solution is ideal for an AI application. Neuromorphic Computing Systems for Industry 4.0 covers the available literature in the field of neural computing-based microchip technology. It provides further research opportunities in this dynamic field. Covering topics such as emotion recognition, biometric authentication, and neural network protection, this premier reference source is an essential resource for technology developers, computer scientists, engineers, students and educators of higher education, librarians, researchers, and academicians.
Deep Learning for Biomedical Data Analysis
This book is the first overview on Deep Learning (DL) for biomedical data analysis. It surveys the most recent techniques and approaches in this field, with both a broad coverage and enough depth to be of practical use to working professionals. This book offers enough fundamental and technical information on these techniques, approaches and the related problems without overcrowding the reader's head. It presents the results of the latest investigations in the field of DL for biomedical data analysis. The techniques and approaches presented in this book deal with the most important and/or the newest topics encountered in this field. They combine fundamental theory of Artificial Intelligence (...
Artificial Intelligence for Disease Diagnosis and Prognosis in Smart Healthcare
Artificial Intelligence (AI) in general and machine learning (ML) and deep learning (DL) in particular and related digital technologies are a couple of fledging paradigms that next-generation healthcare services are sprinting towards. These digital technologies can transform various aspects of healthcare, leveraging advances in computing and communication power. With a new spectrum of business opportunities, AI-powered healthcare services will improve the lives of patients, their families, and societies. However, the application of AI in the healthcare field requires special attention given the direct implication with human life and well-being. Rapid progress in AI leads to the possibility o...
Next-Gen Technologies in Computational Intelligence
The Proceeding includes the research contribution from the International Conference on Next-Gen Technologies in Computational Intelligence (NGTCA 2023) held on March 24th 2023 at Vels Institute of Science, Technology and Advanced Studies. NGCTA 2023 is the flagship conference of the Computer Society of India (Region 7). Computer Society of India (CSI) is the largest association of IT professionals in India. CSI is a non-profit organization established in 1965 and its members are committed to the advancement of theory and practice of Computer Engineering and Technology Systems. The Mission of CSI is to facilitate research, knowledge sharing, learning, and career enhancement for all categories...
Practice Accounts Made Easy, third edition
Most general practices are businesses of quite significant size and yet many GPs are not clear on what the detail of their practice accounts really means. This book will help if you have ever found yourself confused by: • a balance sheet • capital accounts • profit-sharing ratios It will also help you to understand how practices are paid: • the differences between payments under the GMS, APMS and MCP contracts • the effects of transitioning from PMS to GMS contracts • the mechanisms for claims and payments • property and other reimbursements, including the Premises Costs Directions • the new GP Retention Scheme Furthermore, as an individual GP it will tell you about: • how ...
Atlas of Dermoscopy
The much awaited third edition of the leading reference book in dermoscopy has undergone comprehensive revisions to all chapters, with updates and expanded content providing the reader with a more comprehensive and in-depth coverage of skin conditions, ranging from skin neoplasia to hair, nails, infections and inflammatory diseases. This compilation of contemporary dermoscopy knowledge will benefit the novice in building expertise and benefit experienced practitioners also by providing nuanced insights. Prepare to embark on a journey of learning as leading international experts in the field of dermoscopy explain via text and annotated exemplar images the amazing world of subsurface cutaneous colors and structures visible through a dermatoscope!
Advances in Integrations of Intelligent Methods
This book presents a number of research efforts in combining AI methods or techniques to solve complex problems in various areas. The combination of different intelligent methods is an active research area in artificial intelligence (AI), since it is believed that complex problems can be more easily solved with integrated or hybrid methods, such as combinations of different soft computing methods (fuzzy logic, neural networks, and evolutionary algorithms) among themselves or with hard AI technologies like logic and rules; machine learning with soft computing and classical AI methods; and agent-based approaches with logic and non-symbolic approaches. Some of the combinations are already extensively used, including neuro-symbolic methods, neuro-fuzzy methods, and methods combining rule-based and case-based reasoning. However, other combinations are still being investigated, such as those related to the semantic web, deep learning and swarm intelligence algorithms. Most are connected with specific applications, while the rest are based on principles.
