- Home
- Artificial Intelligence and Deep Learning in Pathology
- Author : Stanley Cohen
- Publsiher : Elsevier Health Sciences
- Release : 02 June 2020
- ISBN : 0323675379
- Pages : 288 pages
- Rating : 4/5 from 21 reviews
GET THIS BOOKArtificial Intelligence and Deep Learning in Pathology
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.
- Author : Stanley Cohen
- Publisher : Elsevier Health Sciences
- Release Date : 2020-06-02
- Total pages : 288
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Stanley Cohen
- Publisher : Elsevier
- Release Date : 2020-06
- Total pages : 250
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Andreas Holzinger,Randy Goebel,Michael Mengel,Heimo Müller
- Publisher : Springer Nature
- Release Date : 2020-06-24
- Total pages : 341
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Ralf Huss,Michael Grunkin
- Publisher : World Scientific
- Release Date : 2022-03-04
- Total pages : 336
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Jie Yang,Shigao Huang
- Publisher : Bentham Science Publishers
- Release Date : 2021-06-01
- Total pages : 152
- ISBN : 0323675379
GET BOOK
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 ...
- Author : K. Gayathri Devi,Kishore Balasubramanian,Le Anh Ngoc
- Publisher : CRC Press
- Release Date : 2022-05-12
- Total pages : 426
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Lawrence S. Chan,M. Peter Marinkovich
- Publisher : CRC Press
- Release Date : 2021-08-02
- Total pages : 169
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Lei Xing,Maryellen L. Giger,James K. Min
- Publisher : Academic Press
- Release Date : 2020-09-03
- Total pages : 568
- ISBN : 0323675379
GET BOOK
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, ...
- Author : Smaranda Belciug
- Publisher : Academic Press
- Release Date : 2020-06-18
- Total pages : 318
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Yoshiki Oshida
- Publisher : Walter de Gruyter GmbH & Co KG
- Release Date : 2021-10-11
- Total pages : 520
- ISBN : 0323675379
GET BOOK
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, ...
- Author : David M. Meredith
- Publisher : Elsevier Health Sciences
- Release Date : 2020-06-04
- Total pages : 240
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Tareq Ahram and Redha Taiar
- Publisher : AHFE International
- Release Date : 2022-04-22
- Total pages : 854
- ISBN : 0323675379
GET BOOK
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...
- 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
GET BOOK
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 ...
- Author : Fang Chen,Jianlong Zhou
- Publisher : Springer Nature
- Release Date : 2022-01-02
- Total pages : 330
- ISBN : 0323675379
GET BOOK
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 ...
- Author : Bruce Molitoris,Andrew Hall,Ken William Dunn
- Publisher : Frontiers Media SA
- Release Date : 2022-05-26
- Total pages : 212
- ISBN : 0323675379
GET BOOK
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 ...
