Artificial Intelligence and Deep Learning in Pathology

Written By Stanley Cohen
Artificial Intelligence and Deep Learning in Pathology
  • Publsiher : Elsevier
  • Release : 01 June 2020
  • ISBN : 9780323675383
  • Pages : 250 pages
  • Rating : /5 from reviews
GET THIS BOOKArtificial Intelligence and Deep Learning in Pathology


Download or read book entitled Artificial Intelligence and Deep Learning in Pathology by author: Stanley Cohen which was release on 01 June 2020 and published by Elsevier with total page 250 pages . This book available in PDF, EPUB and Kindle Format. 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
  • Release Date : 2020-06
  • Total pages : 250
  • ISBN : 9780323675383
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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
  • Release Date : 2020-06-21
  • Total pages : 341
  • ISBN : 9780323675383
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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 and Deep Learning in Pathology E Book

Artificial Intelligence and Deep Learning in Pathology E Book
  • Author : Stanley Cohen
  • Publisher : Elsevier Health Sciences
  • Release Date : 2020-06-02
  • Total pages : 288
  • ISBN : 9780323675383
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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
  • Publisher : Springer Nature
  • Release Date : 2021-06-15
  • Total pages : 212
  • ISBN : 9780323675383
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Summary : Read online Artificial Intelligence and Machine Learning for Digital Pathology written by Andreas Holzinger, published by Springer Nature which was released on . Download full Artificial Intelligence and Machine Learning for Digital Pathology Books now! Available in PDF, ePub and Kindle....

Deep Learning for Medical Image Analysis

Deep Learning for Medical Image Analysis
  • Author : S. Kevin Zhou,Hayit Greenspan,Dinggang Shen
  • Publisher : Academic Press
  • Release Date : 2017-01-18
  • Total pages : 458
  • ISBN : 9780323675383
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Summary : Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core ...

Computational Pathology and Ophthalmic Medical Image Analysis

Computational Pathology and Ophthalmic Medical Image Analysis
  • Author : Danail Stoyanov,Zeike Taylor,Francesco Ciompi,Yanwu Xu,Anne Martel,Lena Maier-Hein,Nasir Rajpoot,Jeroen van der Laak,Mitko Veta,Stephen McKenna,David Snead,Emanuele Trucco,Mona K. Garvin,Xin Jan Chen,Hrvoje Bogunovic
  • Publisher : Springer
  • Release Date : 2018-09-13
  • Total pages : 347
  • ISBN : 9780323675383
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Summary : This book constitutes the refereed joint proceedings of the First International Workshop on Computational Pathology, COMPAY 2018, and the 5th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 19 full papers (...

Proceedings of the International Workshop on Machine Learning

Proceedings of the     International Workshop on Machine Learning
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1985
  • Total pages : 212
  • ISBN : 9780323675383
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Summary : Read online Proceedings of the International Workshop on Machine Learning written by , published by which was released on 1985. Download full Proceedings of the International Workshop on Machine Learning Books now! Available in PDF, ePub and Kindle....

Deep Learning for Cancer Diagnosis

Deep Learning for Cancer Diagnosis
  • Author : Utku Kose
  • Publisher : Springer Nature
  • Release Date : 2021-06-15
  • Total pages : 212
  • ISBN : 9780323675383
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Summary : Read online Deep Learning for Cancer Diagnosis written by Utku Kose, published by Springer Nature which was released on . Download full Deep Learning for Cancer Diagnosis Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
  • Author : Lei Xing,Maryellen L. Giger,James K Min
  • Publisher : Academic Press
  • Release Date : 2020-09-16
  • Total pages : 568
  • ISBN : 9780323675383
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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, ...

Medical Imaging

Medical Imaging
  • Author : K.C. Santosh,Sameer Antani,DS Guru,Nilanjan Dey
  • Publisher : CRC Press
  • Release Date : 2019-08-20
  • Total pages : 238
  • ISBN : 9780323675383
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Summary : The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), image recognition (IR) and machine learning (ML) algorithms/techniques. Further, coverage includes analysis of chest radiographs (chest x-rays) via stacked generalization models, TB type detection using slice separation approach, brain tumor image ...

Computational Pathology

Computational Pathology
  • Author : Thomas J. Fuchs
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 212
  • ISBN : 9780323675383
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Summary : Read online Computational Pathology written by Thomas J. Fuchs, published by which was released on 2010. Download full Computational Pathology Books now! Available in PDF, ePub and Kindle....

Veterinary Clinical Pathology

Veterinary Clinical Pathology
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1998
  • Total pages : 212
  • ISBN : 9780323675383
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Summary : Read online Veterinary Clinical Pathology written by , published by which was released on 1998. Download full Veterinary Clinical Pathology Books now! Available in PDF, ePub and Kindle....

A Game learning Machine

A Game learning Machine
  • Author : Michael Gherrity
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 192
  • ISBN : 9780323675383
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Summary : Read online A Game learning Machine written by Michael Gherrity, published by which was released on 1993. Download full A Game learning Machine Books now! Available in PDF, ePub and Kindle....

Artificial Intelligence in Cancer

Artificial Intelligence in Cancer
  • Author : Smaranda Belciug
  • Publisher : Academic Press
  • Release Date : 2020-07-15
  • Total pages : 318
  • ISBN : 9780323675383
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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 ...

Archives of Pathology Laboratory Medicine

Archives of Pathology   Laboratory Medicine
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1987
  • Total pages : 212
  • ISBN : 9780323675383
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Summary : Read online Archives of Pathology Laboratory Medicine written by , published by which was released on 1987. Download full Archives of Pathology Laboratory Medicine Books now! Available in PDF, ePub and Kindle....