Scholarship of Teaching and Learning in Speech-Language Pathology and Audiology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Scholarship of Teaching and Learning in Speech-Language Pathology and Audiology write by Sarah M. Ginsberg. This book was released on 2011-10-05. Scholarship of Teaching and Learning in Speech-Language Pathology and Audiology available in PDF, EPUB and Kindle.
Artificial Intelligence and Deep Learning in Pathology
Artificial Intelligence and Deep Learning in Pathology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Intelligence and Deep Learning in Pathology write by Stanley Cohen. This book was released on 2020-06-02. Artificial Intelligence and Deep Learning in Pathology available in PDF, EPUB and Kindle. 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.
Teaching and Learning in Pathology
Teaching and Learning in Pathology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Teaching and Learning in Pathology write by . This book was released on 2005. Teaching and Learning in Pathology available in PDF, EPUB and Kindle.
Artificial Intelligence and Machine Learning for Digital Pathology
Artificial Intelligence and Machine Learning for Digital Pathology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Intelligence and Machine Learning for Digital Pathology write by Andreas Holzinger. This book was released on 2020-06-24. Artificial Intelligence and Machine Learning for Digital Pathology available in PDF, EPUB and Kindle. 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.
Pathophysiology
Pathophysiology - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Pathophysiology write by Lachel Story. This book was released on 2014-03-14. Pathophysiology available in PDF, EPUB and Kindle. Pathophysiology: A Practical Approach, Second Edition is a must have text for teaching undergraduates the complex concepts related to pathophysiology. The Second edition offers an innovative, user-friendly approach to this subject and serves as a practical guide to pathophysiology. This text focuses on the most critical content taking the learner into consideration and has been crafted in a unique manner which provides ease of reading and the use of colorful graphics to bring complex content to life. Pathophysiology: A Practical Approach, Second Edition features updated information resulting from research and current epidemiological trends. Additionally, the author incorporates a concept-based approach which aligns with the recommendations from both the Institute of Medicine and the Robert Wood Johnson Foundation to promote clinical reasoning and lifelong learning. Key pedagogical features of the text include: • Chapter Objectives • Key Terms • Learning Points • Myth Busters • Critical Cases (called “Application to Practice”) • Chapter Summary • Learning Aids
