Artificial Intelligence and Deep Learning in Pathology

Written By Stanley Cohen
Artificial Intelligence and Deep Learning in Pathology
  • Publsiher : Elsevier Health Sciences
  • Release : 02 June 2020
  • ISBN : 0323675379
  • Pages : 288 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Artificial Intelligence and Deep Learning in Pathology written by Stanley Cohen which was release on 02 June 2020, this book published by Elsevier Health Sciences. Available in PDF, EPUB and Kindle Format. 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.

Artificial Intelligence and Deep Learning in Pathology

Artificial Intelligence and Deep Learning in Pathology
  • Author : Stanley Cohen
  • Publisher : Elsevier Health Sciences
  • Release Date : 2020-06-02
  • Total pages : 288
  • ISBN : 0323675379
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Summary : 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 ...

Artificial Intelligence and Deep Learning in Pathology

Artificial Intelligence and Deep Learning in Pathology
  • Author : Stanley Cohen
  • Publisher : Elsevier
  • Release Date : 2020-06
  • Total pages : 250
  • ISBN : 0323675379
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Summary : 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 ...

Artificial Intelligence and Machine Learning for Digital Pathology

Artificial Intelligence and Machine Learning for Digital Pathology
  • Author : Andreas Holzinger,Randy Goebel,Michael Mengel,Heimo Müller
  • Publisher : Springer Nature
  • Release Date : 2020-06-24
  • Total pages : 341
  • ISBN : 0323675379
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Summary : 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 ...

Artificial Intelligence Applications In Human Pathology

Artificial Intelligence Applications In Human Pathology
  • Author : Ralf Huss,Michael Grunkin
  • Publisher : World Scientific
  • Release Date : 2022-03-04
  • Total pages : 336
  • ISBN : 0323675379
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Summary : 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 ...

Current and Future Application of Artificial Intelligence in Clinical Medicine

Current and Future Application of Artificial Intelligence in Clinical Medicine
  • Author : Jie Yang,Shigao Huang
  • Publisher : Bentham Science Publishers
  • Release Date : 2021-06-01
  • Total pages : 152
  • ISBN : 0323675379
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Summary : Current and Future Application of Artificial Intelligence in Clinical Medicine presents updates on the application of machine learning and deep learning techniques in medical procedures. . Chapters in the volume have been written by outstanding contributors from cancer and computer science institutes with the goal of providing updated knowledge to the ...

Machine Learning and Deep Learning Techniques for Medical Science

Machine Learning and Deep Learning Techniques for Medical Science
  • Author : K. Gayathri Devi,Kishore Balasubramanian,Le Anh Ngoc
  • Publisher : CRC Press
  • Release Date : 2022-05-12
  • Total pages : 426
  • ISBN : 0323675379
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Summary : The application of machine learning is growing exponentially into every branch of business and science, including medical science. This book presents the integration of machine learning (ML) and deep learning (DL) algorithms that can be applied in the healthcare sector to reduce the time required by doctors, radiologists, and other ...

New Technologies in Dermatological Science and Practice

New Technologies in Dermatological Science and Practice
  • Author : Lawrence S. Chan,M. Peter Marinkovich
  • Publisher : CRC Press
  • Release Date : 2021-08-02
  • Total pages : 169
  • ISBN : 0323675379
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Summary : While science and technology have been moving at speed in the last decade and major investments have been placed in Artificial Intelligence, blockchain technology, 3D printing, and gene editing, medical practice, including cutaneous medicine (otherwise known as Dermatology), is only just starting to follow these technological advances. This book is ...

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
  • Author : Lei Xing,Maryellen L. Giger,James K. Min
  • Publisher : Academic Press
  • Release Date : 2020-09-03
  • Total pages : 568
  • ISBN : 0323675379
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Summary : Artificial Intelligence Medicine: Technical Basis and Clinical Applications presents a comprehensive overview of the field, ranging from its history and technical foundations, to specific clinical applications and finally to prospects. Artificial Intelligence (AI) is expanding across all domains at a breakneck speed. Medicine, with the availability of large multidimensional datasets, ...

Artificial Intelligence in Cancer

Artificial Intelligence in Cancer
  • Author : Smaranda Belciug
  • Publisher : Academic Press
  • Release Date : 2020-06-18
  • Total pages : 318
  • ISBN : 0323675379
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Summary : Artificial Intelligence in Cancer: Diagnostic to Tailored Treatment provides theoretical concepts and practical techniques of AI and its applications in cancer management, building a roadmap on how to use AI in cancer at different stages of healthcare. It discusses topics such as the impactful role of AI during diagnosis and ...

Artificial Intelligence for Medicine

Artificial Intelligence for Medicine
  • Author : Yoshiki Oshida
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2021-10-11
  • Total pages : 520
  • ISBN : 0323675379
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Summary : The use of artificial intelligence (AI) in various fields is of major importance to improve the use of resourses and time. This book provides an analysis of how AI is used in both the medical field and beyond. Topics that will be covered are bioinformatics, biostatistics, dentistry, diagnosis and prognosis, ...

Current Trends in Neuropathology An Issue of Surgical Pathology Clinics

Current Trends in Neuropathology  An Issue of Surgical Pathology Clinics
  • Author : David M. Meredith
  • Publisher : Elsevier Health Sciences
  • Release Date : 2020-06-04
  • Total pages : 240
  • ISBN : 0323675379
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Summary : This issue of Surgical Pathology Clinics will cover Current Trends in Neuropathology. Curated by Dr. David M. Meredith, this issue will explore topics in the field that are relevant for practicing clinicians. This issue is one of four selected each year by the series Consulting Editor, Jason L. Hornick. The ...

Human Interaction Emerging Technologies IHIET AI 2022 Artificial Intelligence Future Applications

Human Interaction   Emerging Technologies  IHIET AI 2022   Artificial Intelligence   Future Applications
  • Author : Tareq Ahram and Redha Taiar
  • Publisher : AHFE International
  • Release Date : 2022-04-22
  • Total pages : 854
  • ISBN : 0323675379
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Summary : Human Interaction & Emerging Technologies: Artificial Intelligence & Future Applications Proceedings of the 7th International Conference on Human Interaction and Emerging Technologies, IHIET-AI 2022, April 21–23, 2022, Lausanne, Switzerland...

Pattern Recognition ICPR International Workshops and Challenges

Pattern Recognition  ICPR International Workshops and Challenges
  • Author : Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani
  • Publisher : Springer Nature
  • Release Date : 2021-02-20
  • Total pages : 741
  • ISBN : 0323675379
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Summary : This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide ...

Humanity Driven AI

Humanity Driven AI
  • Author : Fang Chen,Jianlong Zhou
  • Publisher : Springer Nature
  • Release Date : 2022-01-02
  • Total pages : 330
  • ISBN : 0323675379
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Summary : Artificial Intelligence (AI) is changing the world around us, and it is changing the way people are living, working, and entertaining. As a result, demands for understanding how AI functions to achieve and enhance human goals from basic needs to high level well-being (whilst maintaining human health) are increasing. This ...

Proceedings of the 2021 Indiana O Brien Center Microscopy Workshop

Proceedings of the 2021 Indiana O   Brien Center Microscopy Workshop
  • Author : Bruce Molitoris,Andrew Hall,Ken William Dunn
  • Publisher : Frontiers Media SA
  • Release Date : 2022-05-26
  • Total pages : 212
  • ISBN : 0323675379
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Summary : Download or read online Proceedings of the 2021 Indiana O Brien Center Microscopy Workshop written by Bruce Molitoris,Andrew Hall,Ken William Dunn, published by Frontiers Media SA which was released on 2022-05-26. Get Proceedings of the 2021 Indiana O Brien Center Microscopy Workshop Books now! Available in PDF, ePub and ...