Download or read book Artificial Intelligence and Machine Learning for Digital Pathology written by Andreas Holzinger and published by Springer Nature. This book was released on 2020-06-24 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data driven Artificial Intelligence (AI) and Machine Learning (ML) in digital pathology, radiology, and dermatology is very promising. In specific cases, for example, Deep Learning (DL), even exceeding human performance. However, in the context of medicine it is important for a human expert to verify the outcome. Consequently, there is a need for transparency and re-traceability of state-of-the-art solutions to make them usable for ethical responsible medical decision support. Moreover, big data is required for training, covering a wide spectrum of a variety of human diseases in different organ systems. These data sets must meet top-quality and regulatory criteria and must be well annotated for ML at patient-, sample-, and image-level. Here biobanks play a central and future role in providing large collections of high-quality, well-annotated samples and data. The main challenges are finding biobanks containing ‘‘fit-for-purpose’’ samples, providing quality related meta-data, gaining access to standardized medical data and annotations, and mass scanning of whole slides including efficient data management solutions.
Download or read book Digital Pathology written by Keith J. Kaplan and published by Springer. This book was released on 2015-10-23 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Pathology: Historical Perspectives, Current Concepts & Future Applications provides the authoritative text in the digital pathology domain by combining the established expertise of leaders in this diverse arena with practical applications of this transformative platform while harnessing a content rich, interactive format. In detailing a cohesive narrative from a broad, global perspective the lessons learned from the past, the obstacles to digital pathology adoption that have been overcome and the challenges that remain for full realization of the potential that computational analysis affords, this text provides readers with the latest in where the field is heading as it seeks to unlock the potential of digital pathology by leveraging cutting edge technologies and innovative tools. Digital Pathology: Historical Perspectives, Current Concepts & Future Applications will be of great value to Pathologists including Translational Researchers and Informaticists, Pathology Trainees including Residents and Informatics Fellows, Healthcare CMIOs and CIOs, Bioimaging Engineers and Computer Vision Scientists, as well as Laboratory Information Technologists.
Download or read book Digital Pathology written by Constantino Carlos Reyes-Aldasoro and published by Springer. This book was released on 2019-07-03 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th European Congress on Digital Pathology, ECDP 2019, held in Warwick, UK in April 2019. The 21 full papers presented in this volume were carefully reviewed and selected from 30 submissions. The congress theme will be Accelerating Clinical Deployment, with a focus on computational pathology and leveraging the power of big data and artificial intelligence to bridge the gaps between research, development, and clinical uptake.
Download or read book Artificial Intelligence and Deep Learning in Pathology written by Stanley Cohen and published by Elsevier Health Sciences. This book was released on 2020-06-02 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in computational algorithms, along with the advent of whole slide imaging as a platform for embedding artificial intelligence (AI), are transforming pattern recognition and image interpretation for diagnosis and prognosis. Yet most pathologists have just a passing knowledge of data mining, machine learning, and AI, and little exposure to the vast potential of these powerful new tools for medicine in general and pathology in particular. In Artificial Intelligence and Deep Learning in Pathology, Dr. Stanley Cohen covers the nuts and bolts of all aspects of machine learning, up to and including AI, bringing familiarity and understanding to pathologists at all levels of experience. Focuses heavily on applications in medicine, especially pathology, making unfamiliar material accessible and avoiding complex mathematics whenever possible. Covers digital pathology as a platform for primary diagnosis and augmentation via deep learning, whole slide imaging for 2D and 3D analysis, and general principles of image analysis and deep learning. Discusses and explains recent accomplishments such as algorithms used to diagnose skin cancer from photographs, AI-based platforms developed to identify lesions of the retina, using computer vision to interpret electrocardiograms, identifying mitoses in cancer using learning algorithms vs. signal processing algorithms, and many more.
Download or read book Whole Slide Imaging written by Anil V. Parwani and published by Springer Nature. This book was released on 2021-10-29 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides up-to-date and practical knowledge in all aspects of whole slide imaging (WSI) by experts in the field. This includes a historical perspective on the evolution of this technology, technical aspects of making a great whole slide image, the various applications of whole slide imaging and future applications using WSI for computer-aided diagnosis The goal is to provide practical knowledge and address knowledge gaps in this emerging field. This book is unique because it addresses an emerging area in pathology for which currently there is only limited information about the practical aspects of deploying this technology. For example, there are no established selection criteria for choosing new scanners and a knowledge base with the key information. The authors of the various chapters have years of real-world experience in selecting and implementing WSI solutions in various aspects of pathology practice. This text also discusses practical tips and pearls to address the selection of a WSI vendor, technology details, implementing this technology and provide an overview of its everyday uses in all areas of pathology. Chapters include important information on how to integrate digital slides with laboratory information system and how to streamline the “digital workflow” with the intent of saving time, saving money, reducing errors, improving efficiency and accuracy, and ultimately benefiting patient outcomes. Whole Slide Imaging: Current Applications and Future Directions is designed to present a comprehensive and state-of the-art approach to WSI within the broad area of digital pathology. It aims to give the readers a look at WSI with a deeper lens and also envision the future of pathology imaging as it pertains to WSI and associated digital innovations.
Download or read book Digital Pathology written by Liron Pantanowitz and published by . This book was released on 2017 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive, complete reference of digital pathology! An extraordinarily comprehensive and complete book for individuals with anything from minimal knowledge to deep, accomplished experience in digital pathology. Easy to read and plainly written, Digital Pathology examines the history and technological evolution of digital pathology, from the birth of scanning technology and telepathology to three-dimensional imaging on large multi-touch displays and computer aided diagnosis. A must-have book for anyone wishing to learn more about and work in this exciting and critical information environment including pathologists, laboratory professionals, students and any other medical practitioners with a particular interest in the history and future of digital pathology. It can also be a useful reference for anyone, medical or non-medical, who have an interest in learning more about the field. Digital pathology is truly a game changer, and this book is a crucial tool for anyone wishing to know more. Subjects discussed in depth include: Static digital imaging; basics and clinical use. Digital imaging processes. Telepathology. While slide imaging. Clinical applications of whole slide imaging. Digital pathology for educational, quality improvement, research and other settings. Forensic digital imaging.
Download or read book Digital Pathology written by Yves Sucaet and published by Springer. This book was released on 2014-07-22 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital pathology has experienced exponential growth, in terms of its technology and applications, since its inception just over a decade ago. Though it has yet to be approved for primary diagnostics, its values as a teaching tool, facilitator of second opinions and quality assurance reviews and research are becoming, if not already, undeniable. It also offers the hope of providing pathology consultant and educational services to under-served areas, including regions of the world that could not possibly sustain this level of services otherwise. And this is just the beginning, as its adoption by the also rapidly-emerging fields of medical systems biology and 3D tissue imaging indicate. This work describes how digital pathology not only has the potential to dramatically impact medical education and the delivery of health care, but also to exert an immensely positive influence worldwide, including in countries and regions that normally fail to benefit from such technological advances.
Download or read book Pathology Informatics Theory and Practice written by Liron Pantanowitz and published by American Society of Clinical Pathologists Press. This book was released on 2012 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pathology Informatics: Theory & Practice is the first multi- authored, current and comprehensive compendium of the diverse and rapidly expanding field of pathology informatics. It includes all of the critical and practical advice for management, operations, budgeting, and project planning and will serve as a comprehensive review of the field for students, pathologists, and laboratory professionals. This book deals with the role of computing hardware, software and databases involved in the efficient information management for pathology practice, as well as the fundamental science of informatics that is so deeply embedded in this subspecialty. The text builds from basic principles of computer theory to more sophisticated informatics concepts. Databases and data mining; networks and workstations; system interfaces and interoperability. Bioinformatics, imaging informatics, clinical informatics, and public health informatics. Automation and middleware that facilitate complex workflows encountered in both anatomic and clinical pathology practice. Molecular testing and point of care solutions. Coding and nomenclature. Standards in Laboratory Information Systems (LIS) and imaging systems. Project management and business skills. Pathology reporting. Electronic medical records. Specimen tracking and identification. Error reduction and quality management. Training and education in pathology informatics.
Download or read book Diagnostic Pathology Neuropathology E Book written by B.K. Kleinschmidt-DeMasters and published by Elsevier Health Sciences. This book was released on 2022-02-07 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering all aspects of neuropathology, this updated volume in the Diagnostic Pathology series is an excellent point-of-care resource for pathologists at all levels of experience and training—both as a quick reference and as an efficient review to improve knowledge and skills. The third edition is an easy-to-use, one-stop reference for the most recent clinical, pathological, histological, and molecular knowledge in the field. It offers complete information on lesions of the brain, sellar region, and peripheral nerves, as well as benign cysts and selected infectious, inflammatory, reactive, vascular, and cortical dysplastic lesions, enabling you to arrive at the correct diagnosis and prepare actionable, useful reports. Incorporates new WHO Classification of Tumors of the Central Nervous System, 5th Edition Offers information on neoplasms of the brain, sellar region, and peripheral nerves, as well as benign cysts and selected infectious, inflammatory, reactive, and vascular lesions, aiding you in arriving at the correct diagnosis Emphasizes surgical pathology but also provides significant content on nonneoplastic diseases that present with focal lesions, especially those that are potentially misinterpreted as neoplasms Contains a detailed molecular diagnostics chapter with a section on methylation profiling, which has become indispensable as a method of tumor classification Features new and updated chapters detailing several types of tumors that have been reclassified due to recent molecular driver information, cIMPACT-NOW recommendations, and the WHO Classification, 5th Edition
Download or read book Interactive Multimedia written by Dragan Cvetković and published by BoD – Books on Demand. This book was released on 2019-09-25 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia is the common name for media that combine more than one type of individual medium to create a single unit. Interactive media are the means of communication in which the outputs depend on the inputs made by the user. This book contains 11 chapters that are divided into two sections: Interactive Multimedia and Education and Interactive Multimedia and Medicine. The authors of the chapters deal with different topics within these disciplines, such as the importance of cloud storage, development of play tools for children, use of gaming on multimedia devices designed for the elderly, development of a reading, writing, and spelling program based on Luria's theories, as well as development of mobile applications called BloodHero dedicated to the increase in blood donors, etc.
Download or read book Perspectives on Digital Pathology written by Marcial García-Rojo and published by IOS Press. This book was released on 2012 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimedia information and digital images are increasingly important in the field of healthcare, but establishing an adequate technological framework for their management, and workable international standards to ensure compatibility and interoperability, are crucial if they are to be employed effectively. This book presents the main research efforts of EURO-TELEPATH, an initiative of the European Corporation in Science and Technology (COST) Action, IC0604. This program began in November 2007, and ran until November 2011. Its aim was to develop the standards and solutions necessary to represent, interpret, browse and retrieve digital medical images, while preserving their diagnostic quality for clinical purposes, education and research. At the end of the project, the most relevant researchers in the field of digital pathology u many of whom had been active members of EURO-TELEPATH u were asked to contribute to a book which would compile the main research efforts of the European COST Action consortium. The book is divided into six parts. The first is an introduction to the instruments and activities of COST.This is followed by sections dealing with: the state-of-the-art in pathology; pathology business modeling; standards and specifications in pathology; the analysis, processing, retrieval and management of images; technology and automation in pathology; and strategic developments and emerging research. As well as being a comprehensive overview of the IC0604 COST program, the book includes a selection of papers from American and Japanese researchers working in the same field.
Download or read book Bancroft s Theory and Practice of Histological Techniques E Book written by Kim S Suvarna and published by Elsevier Health Sciences. This book was released on 2012-10-01 with total page 655 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a brand new edition of the leading reference work on histological techniques. It is an essential and invaluable resource suited to all those involved with histological preparations and applications, from the student to the highly experienced laboratory professional. This is a one stop reference book that the trainee histotechnologist can purchase at the beginning of his career and which will remain valuable to him as he increasingly gains experience in daily practice. Thoroughly revised and up-dated edition of the standard reference work in histotechnology that successfully integrates both theory and practice.Provides a single comprehensive resource on the tried and tested investigative techniques as well as coverage of the latest technical developments. Over 30 international expert contributors all of whom are involved in teaching, research and practice.Provides authoritative guidance on principles and practice of fixation and staining. Extensive use of summary tables, charts and boxes.Information is well set out and easy to retrieve. Six useful appendices included (SI units, solution preparation, specimen mounting, solubility). Provides practical information on measurements, preparation solutions that are used in daily laboratory practice. Color photomicrographs used extensively throughout. Better replicates the actual appearance of the specimen under the microscope. Brand new co-editors. New material on immunohistochemical and molecular diagnostic techniques.Enables user to keep abreast of latest advances in the field.
Download or read book Metabolic Phenotyping in Personalized and Public Healthcare written by Jeremy Nicholson and published by Academic Press. This book was released on 2016-02-11 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metabolic Phenotyping in Personalized and Public Healthcare provides information on the widespread recognition that a personalized or stratified approach to patient treatment may offer a more efficient and effective healthcare solution than phenotype-led approaches.In order to achieve that objective, a deep personal description is required at the level of the genome, proteome, metabolome, or preferably a combination of these aided by technology. This book, edited and written by the outstanding luminaries of this evolving field, evaluates metabolic profiling and its uses across personalized and population healthcare, while also covering the advent of new technology fields, such as surgical metabonomics. In addition, the text presents specific examples of where this technology has been used clinically and with efficacy, pointing towards a framework and protocol for usage as it hits the clinical mainstream. Translates the conjunction of new surgical tools for intraoperative, real-time, metabolite evaluation and direct analysis of biofluid samples into novel options for augmented clinical decision-making Discusses longitudinal sampling from individual patients for stratified medicine Covers high resolution analytical spectroscopy and sophisticated computational modelling for prediction of adverse reactions in critical care scenarios, prognostic evaluation of cancer from biofluidism, and prognostic prediction of metabolism or response of patients to pharmaceutical interventions Encapsulates recent technology options for broader population profiling considerations, in particular, the metabolome-wide association studies (MWAS) that aid the translational researcher in identifying metabolic patterns associated with disease Foreword written by Professor Dame Sally Davies who is the Chief Medical Officer for England
Download or read book Diagnostic Molecular Pathology written by William B. Coleman and published by Academic Press. This book was released on 2023-10-27 with total page 846 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diagnostic Molecular Pathology: A Guide to Applied Molecular Testing, Second Edition assembles a group of experts to discuss the molecular basis and mechanisms of major human diseases and disease processes and how the molecular features of disease can be harnessed to develop practical molecular tests for disease detection, diagnosis and prognosis. The book explains how molecular tests are utilized in the treatment of patients in personalized medicine, highlights new technologies and approaches of applied molecular pathology, and discusses how this discovery-based research yields new and useful biomarkers and tests. As it is essential to stay up-to-date on new molecular diagnostics in this changing field, this book covers critically important areas in the practice of personalized medicine and reflects our understanding of the pathology, pathogenesis and pathophysiology of human disease. Includes new material on mass spectrometry for infectious diseases, microbiome, homology-directed repair for PARPi, whole genome sequencing for constitutional testing, and much more Provides insights on the value of the molecular test in comparison to traditional methods, which include speed, precision, sensitivity and clinical impacts for the patient Focuses on the menu of molecular diagnostic tests available in modern molecular pathology or clinical laboratories that can be applied to disease detection, diagnosis and classification in the clinical workup of a patient Explains how molecular tests are utilized to guide the treatment of patients in personalized medicine (guided therapies) and for the prognostication of disease
Download or read book Women in Science Pathology 2021 written by Sabrina Battista and published by Frontiers Media SA. This book was released on 2022-10-12 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Veterinary Ocular Pathology E Book written by Richard R. Dubielzig and published by Elsevier Health Sciences. This book was released on 2010-05-04 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: Veterinary Ocular Pathology: A Comparative Review links the clinical features of ocular disease with gross and microscopic pathology to demonstrate the essential features observable during diagnosis. It is designed to be kept next to the microscope as an invaluable guide to accurate diagnosis in ocular pathology. The book presents a wide range of images of the highest quality. A unique and distinctive feature is the juxtaposition of clinical and pathological images while offering detailed enumeration of the diagnostic features. Expert comparative comments by Dr Daniel Albert and contextual information on relative incidence are provided throughout. The authors address spontaneous disease of the eye in all animal species, with a particular emphasis on companion species. In addition, specific, common or interesting conditions of exotic species are included. A convenient, comprehensive and easy-to-use reference for veterinary pathologists, veterinary ophthalmologists, students and comparative vision scientists. The first text devoted to the pathology of spontaneous diseases of the eyes and periocular tissues of domestic animal species Exceptionally high quality illustrations are presented throughout, demonstrating clinical features, gross pathology and histopathology Written by pathologists and clinicians Includes a chapter devoted to the pathology of conditions associated with glaucoma in domestic animals
Download or read book Haschek and Rousseaux s Handbook of Toxicologic Pathology Volume 1 Principles and Practice of Toxicologic Pathology written by Wanda M. Haschek-Hock and published by Academic Press. This book was released on 2021-10-20 with total page 1154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Haschek and Rousseaux's Handbook of Toxicologic Pathology, recognized by many as the most authoritative single source of information in the field of toxicologic pathology, has been extensively updated to continue its comprehensive and timely coverage. The fourth edition has been expanded to four separate volumes due to an explosion of information in this field requiring new and updated chapters. Completely revised with a number of new chapters, Volume 1, "Principles and the Practice of Toxicologic Pathology," covers the practice of toxicologic pathology in three parts: Principles of Toxicologic Pathology, Methods in Toxicologic Pathology, and the Practice of Toxicologic Pathology. Other volumes in this work round out the depth and breadth of coverage.Volume 2 encompasses "Toxicologic Pathology in Safety Assessment" and "Environmental Toxicologic Pathology". These two sections cover the application of toxicologic pathology in developing specific product classes, principles of data interpretation for safety assessment, and toxicologic pathology of major classes of environmental toxicants. Volumes 3 and 4 provide deep and broad treatment of "Target Organ Toxicity", emphasizing the comparative and correlative aspects of normal biology and toxicant-induced dysfunction, principal methods for toxicologic pathology evaluation, and major mechanisms of toxicity. These volumes comprise the most authoritative reference on toxicologic pathology for pathologists, toxicologists, research scientists, and regulators studying and making decisions on drugs, biologics, medical devices, and other chemicals, including agrochemicals and environmental contaminants. Each volume is being published separately. Provides new chapters on digital pathology, juvenile pathology, in vitro/in vivo correlation, big data technologies and in-depth discussion of timely topics in the area of toxicologic pathology Offers high-quality and trusted content in a multi-contributed work written by leading international authorities in all areas of toxicologic pathology Features hundreds of full-color images in both the print and electronic versions of the book to highlight difficult concepts with clear illustrations
