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1. |
Record Nr. |
UNINA9910683352603321 |
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Autore |
Teoh Teik Toe |
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Titolo |
Convolutional Neural Networks for Medical Applications / / by Teik Toe Teoh |
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Pubbl/distr/stampa |
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Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
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ISBN |
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9789811988141 |
9789811988134 |
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Edizione |
[1st ed. 2023.] |
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Descrizione fisica |
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1 online resource (103 pages) |
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Collana |
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SpringerBriefs in Computer Science, , 2191-5776 |
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Disciplina |
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Soggetti |
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Computer vision |
Medical sciences |
Artificial intelligence |
Machine learning |
Image processing |
Artificial intelligence - Data processing |
Computer Vision |
Health Sciences |
Artificial Intelligence |
Machine Learning |
Image Processing |
Data Science |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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1) Introduction -- 2) CNN for Brain Tumor classification -- 3) CNN for Pneumonia image classification -- 4) CNN for White Blood Cell classification -- 5) CNN for Skin Cancer classification -- 6) CNN for Diabetic Retinopathy detection. |
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Sommario/riassunto |
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Convolutional Neural Networks for Medical Applications consists of research investigated by the author, containing state-of-the-art knowledge, authored by Dr Teoh Teik Toe, in applying Convolutional Neural Networks (CNNs) to the medical imagery domain. This book will expose researchers to various applications and techniques applied with deep learning on medical images, as well as unique techniques to |
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enhance the performance of these networks.Through the various chapters and topics covered, this book provides knowledge about the fundamentals of deep learning to a common reader while allowing a research scholar to identify some futuristic problem areas. The topics covered include brain tumor classification, pneumonia image classification, white blood cell classification, skin cancer classification and diabetic retinopathy detection. The first chapter will begin by introducing various topics used in training CNNs to help readers with common concepts covered across the book. Each chapter begins by providing information about the disease, its implications to the affected and how the use of CNNs can help to tackle issues faced in healthcare. Readers would be exposed to various performance enhancement techniques, which have been tried and tested successfully, such as specific data augmentations and image processing techniques utilized to improve the accuracy of the models. |
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2. |
Record Nr. |
UNINA9910136087603321 |
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Autore |
Murphy Neil |
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Titolo |
The Captivity of John II, 1356-60 : The Royal Image in Later Medieval England and France / / by Neil Murphy |
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Pubbl/distr/stampa |
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New York : , : Palgrave Macmillan US : , : Imprint : Palgrave Pivot, , 2016 |
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ISBN |
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Edizione |
[1st ed. 2016.] |
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Descrizione fisica |
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1 online resource (IX, 126 p.) |
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Collana |
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The New Middle Ages, , 2945-5944 |
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Disciplina |
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Soggetti |
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Europe - History - 476-1492 |
Literature, Medieval |
European literature |
History of Medieval Europe |
Medieval Literature |
European Literature |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Introduction -- Chapter 1: John II and the Display of Plantagenet Power, 1356-58 -- Chapter 2: Constructing the Royal Image -- Chapter 3: The French Royal Household in Captivity -- Conclusion -- Bibliography. |
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Sommario/riassunto |
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This book provides a systematic analysis of the innovations that occurred in the display of royal power during John II’s four years in English captivity. Neil Murphy shows how the French king’s competition with Edward III led to a revolution in the presentation of the royal image, manifesting through developments to the sacral character of the French monarchy, lavish displays of gift giving, and the use of courtly display. Showing that the Hundred Years War was not just fought on the battlefields of France, this book unravels how the war played out daily in the competition for status between Edward III and John II. Neil Murphy is Senior Lecturer in History at Northumbria University, UK. |
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