Digital Pathology

Author : Keith J. Kaplan,Luigi K.F. Rao
Publisher : Springer
Page : 116 pages
File Size : 41,8 Mb
Release : 2015-10-23
Category : Medical
ISBN : 9783319203799

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Digital Pathology by Keith J. Kaplan,Luigi K.F. Rao Pdf

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.

Author : Andreas Holzinger,Randy Goebel,Michael Mengel,Heimo Müller
Publisher : Springer Nature
Page : 351 pages
File Size : 49,5 Mb
Release : 2020-06-24
Category : Computers
ISBN : 9783030504021

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Artificial Intelligence and Machine Learning for Digital Pathology by Andreas Holzinger,Randy Goebel,Michael Mengel,Heimo Müller Pdf

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.

Author : Constantino Carlos Reyes-Aldasoro,Andrew Janowczyk,Mitko Veta,Peter Bankhead,Korsuk Sirinukunwattana
Publisher : Springer
Page : 192 pages
File Size : 55,9 Mb
Release : 2019-07-03
Category : Computers
ISBN : 9783030239374

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Digital Pathology by Constantino Carlos Reyes-Aldasoro,Andrew Janowczyk,Mitko Veta,Peter Bankhead,Korsuk Sirinukunwattana Pdf

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.

Author : Liron Pantanowitz,Anil V. Parwani
Publisher : Unknown
Page : 304 pages
File Size : 46,7 Mb
Release : 2017
Category : Medical informatics
ISBN : 0891896104

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Digital Pathology by Liron Pantanowitz,Anil V. Parwani Pdf

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.

Author : Anil V. Parwani
Publisher : Springer Nature
Page : 253 pages
File Size : 47,7 Mb
Release : 2021-10-29
Category : Medical
ISBN : 9783030833329

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Whole Slide Imaging by Anil V. Parwani Pdf

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.

Author : Yves Sucaet,Wim Waelput
Publisher : Springer
Page : 83 pages
File Size : 41,7 Mb
Release : 2014-07-22
Category : Medical
ISBN : 9783319087801

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Digital Pathology by Yves Sucaet,Wim Waelput Pdf

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.

Author : Stanley Cohen
Publisher : Elsevier Health Sciences
Page : 290 pages
File Size : 49,7 Mb
Release : 2020-06-02
Category : Medical
ISBN : 9780323675376

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Artificial Intelligence and Deep Learning in Pathology by Stanley Cohen Pdf

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.

Author : M. García-Rojo,B. Blobel,A. Laurinavicius
Publisher : IOS Press
Page : 280 pages
File Size : 42,7 Mb
Release : 2012-08-28
Category : Medical
ISBN : 9781614990864

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Perspectives on Digital Pathology by M. García-Rojo,B. Blobel,A. Laurinavicius Pdf

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 – many of whom had been active members of EURO-TELEPATH – 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.

Author : Sabrina Battista,Wei Jiang
Publisher : Frontiers Media SA
Page : 100 pages
File Size : 51,6 Mb
Release : 2022-10-12
Category : Medical
ISBN : 9782832502181

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Women in Science - Pathology 2021 by Sabrina Battista,Wei Jiang Pdf

Author : Wanda M. Haschek-Hock,Colin G. Rousseaux,Matthew A. Wallig,Brad Bolon
Publisher : Academic Press
Page : 1154 pages
File Size : 45,7 Mb
Release : 2021-10-20
Category : Medical
ISBN : 9780128218297

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Haschek and Rousseaux's Handbook of Toxicologic Pathology, Volume 1: Principles and Practice of Toxicologic Pathology by Wanda M. Haschek-Hock,Colin G. Rousseaux,Matthew A. Wallig,Brad Bolon Pdf

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

Author : Arndt Hartmann,Luca Di Tommaso
Publisher : Frontiers Media SA
Page : 115 pages
File Size : 42,8 Mb
Release : 2022-11-04
Category : Medical
ISBN : 9782832503836

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Rising Stars 2021: Pathology by Arndt Hartmann,Luca Di Tommaso Pdf

Author : Alain Charles Borczuk
Publisher : Elsevier Health Sciences
Page : 185 pages
File Size : 45,8 Mb
Release : 2024-05-07
Category : Medical
ISBN : 9780443130861

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New Frontiers in Thoracic Pathology, An Issue of Surgical Pathology Clinics, E-Book by Alain Charles Borczuk Pdf

In this issue of Surgical Pathology Clinics, guest editor Dr. Alain Borczuk brings his considerable expertise to the topic of New Frontiers in Thoracic Pathology. Top experts provide new insights into emerging technology that will affect thoracic pathology in both neoplastic and non-neoplastic disease. This issue covers updates in the utilization of molecular testing in surgical pathology of lung cancer and mesothelioma, highlights uncommon tumors in the differential of common tumors, and shares new approaches to non-neoplastic disease, including new clinicopathologic entities. Contains 13 relevant, practice-oriented topics including silicosis and non-asbestos associated pneumoconiosis; pathology of COVID-19 lung disease; salivary gland type lung cancer; microsatellite instability, mismatch repair and tumor mutation burden in lung cancer; artificial intelligence in lung pathology; and more. Provides in-depth clinical reviews on new frontiers in thoracic pathology, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Author : Wanda M. Haschek,Colin G. Rousseaux,Matthew A. Wallig
Publisher : Academic Press
Page : 3054 pages
File Size : 46,9 Mb
Release : 2013-05-01
Category : Medical
ISBN : 9780124157651

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Haschek and Rousseaux's Handbook of Toxicologic Pathology by Wanda M. Haschek,Colin G. Rousseaux,Matthew A. Wallig Pdf

Haschek and Rousseaux's Handbook of Toxicologic Pathology is a key reference on the integration of structure and functional changes in tissues associated with the response to pharmaceuticals, chemicals and biologics. The 3e has been expanded by a full volume, and covers aspects of safety assessment not discussed in the 2e. Completely revised with many new chapters, it remains the most authoritative reference on toxicologic pathology for scientists and researchers studying and making decisions on drugs, biologics, medical devices and other chemicals, including agrochemicals and environmental contaminants. New topics include safety assessment, the drug life cycle, risk assessment, communication and management, carcinogenicity assessment, pharmacology and pharmacokinetics, biomarkers in toxicologic pathology, quality assurance, peer review, agrochemicals, nanotechnology, food and toxicologic pathology, the environment and toxicologic pathology and more. Provides new chapters and in-depth discussion of timely topics in the area of toxicologic pathology and broadens the scope of the audience to include toxicologists and pathologists working in a variety of settings 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

Author : Ralf Huss,Michael Grunkin
Publisher : World Scientific
Page : 337 pages
File Size : 40,5 Mb
Release : 2022-03-04
Category : Science
ISBN : 9781800611405

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Artificial Intelligence Applications In Human Pathology by Ralf Huss,Michael Grunkin Pdf

Artificial Intelligence Applications in Human Pathology deals with the latest topics in biomedical research and clinical cancer diagnostics. With chapters provided by true international experts in the field, this book gives real examples of the implementation of AI and machine learning in human pathology.Advances in machine learning and AI in general have propelled computational and general pathology research. Today, computer systems approach the diagnostic levels achieved by humans for certain well-defined tasks in pathology. At the same time, pathologists are faced with an increased workload both quantitatively (numbers of cases) and qualitatively (the amount of work per case, with increasing treatment options and the type of data delivered by pathologists also expected to become more fine-grained). AI will support and leverage mathematical tools and implement data-driven methods as a center for data interpretation in modern tissue diagnosis and pathology. Digital or computational pathology will also foster the training of future computational pathologists, those with both pathology and non-pathology backgrounds, who will eventually decide that AI-based pathology will serve as an indispensable hub for data-related research in a global health care system.Some of the specific topics explored within include an introduction to DL as applied to Pathology, Standardized Tissue Sampling for Automated Analysis, integrating Computational Pathology into Histopathology workflows. Readers will also find examples of specific techniques applied to specific diseases that will aid their research and treatments including but not limited to; Tissue Cartography for Colorectal Cancer, Ki-67 Measurements in Breast Cancer, and Light-Sheet Microscopy as applied to Virtual Histology.The key role for pathologists in tissue diagnostics will prevail and even expand through interdisciplinary work and the intuitive use of an advanced and interoperating (AI-supported) pathology workflow delivering novel and complex features that will serve the understanding of individual diseases and of course the patient.

Author : Raouf E. Nakhleh,Keith E. Volmar
Publisher : Springer
Page : 297 pages
File Size : 45,7 Mb
Release : 2019-07-09
Category : Medical
ISBN : 9783030184643

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Error Reduction and Prevention in Surgical Pathology by Raouf E. Nakhleh,Keith E. Volmar Pdf

The 1st edition of Error Reduction and Prevention in Surgical Pathology was an opportunity to pull together into one place all the ideas related to errors in surgical pathology and to organize a discipline in error reduction. This 2nd edition is an opportunity to refine this information, to reorganize the book to improve its usability and practicality, and to include topics that were not previously addressed. This book serves as a guide to pathologists to successfully avoid errors and deliver the best diagnosis possible with all relevant information needed to manage patients. The introductory section includes general principles and ideas that are necessary to understand the context of error reduction. In addition to general principles of error reduction and legal and regulatory responsibilities, a chapter on regulatory affairs and payment systems which increasingly may be impacted by error reduction and improvement activities was added. This later chapter is particularly important in view of the implementation of various value-based payment programs, such as the Medicare Merit-Based Incentive Payment System that became law in 2015. The remainder of the book is organized in a similar manor to the 1st edition with chapters devoted to all aspects of the test cycle, including pre-analytic, analytic and post-analytic. The 2nd Edition of Error Reduction and Prevention in Surgical Pathology serves as an essential guide to a successfully managed laboratory and contains all relevant information needed to manage specimens and deliver the best diagnosis.