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Deep learning applications in medica...

Paul, Sudip, (1984-)

Deep learning applications in medical imaging[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	616.07/54
書名/作者:	Deep learning applications in medical imaging/ Sanjay Saxena and Sudip Paul, editors.
其他作者:	Saxena, Sanjay,
出版者:	Hershey, PA : : Medical Information Science Reference,, 2021.
面頁冊數:	1 online resource (xxi, 274 p.)
標題:	Diagnostic Imaging
標題:	Deep Learning
標題:	Medical Informatics Applications - Congresses.
標題:	Image Processing, Computer-Assisted
ISBN:	9781799850724 (ebk.)
ISBN:	9781799850717 (hbk.)
書目註:	Includes bibliographical references and index.
內容註:	Relevance of Machine Learning to Cardiovascular Imaging / Sumesh Sasidharan, Mohammad Salmasi, Selene Pirola, Omar Jarral -- Deep Learning Applications in Medical Imaging : Artificial Intelligence, Machine Learning and Deep Learning / S. Sasikala, S.J. Subhashini, P. Alli, J. Jane Rubel Angelina -- A Survey on Prematurity Detection of Diabetic Retinopathy Based on Fundus Images using Deep Learning Techniques / Amiya Dash, Puspanjali Mohapatra -- Malaria Parasites Detection Using Deep Neural Network / Biswajit Jena, Pulkit Thakar, Vedanta Nayak, Gopal Nayak, Sanjay Saxena -- Deep Learning for Medical Image Segmentation / Kanchan Sarkar, Bohang Li -- Current Trends in Integrating the Concept of Deep Learning in Medical Imaging / Kavitha S. Velammal, Anchitaalagammai J.V., S Murali, Grace Shalini T. -- A CONVblock For Convolutional Neural Networks / Hmidi Alaeddine, Malek Jihene -- Machine Learning for Prediction of Lung Cancer / Nikita Banerjee, Subhalaxmi Das -- Conventional and Non Conventional ANN's in Medical Diagnostics A Tutorial Survey of Architectures, Algorithms and Application / Devika G., Asha Karegowda.
摘要、提要註:	"This book explores the application deep learning in medical imaging"--
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-5071-7

Deep learning applications in medical imaging[electronic resource] /
Deep learning applications in medical imaging[electronic resource] /Sanjay Saxena and Sudip Paul, editors. - Hershey, PA :Medical Information Science Reference,2021. - 1 online resource (xxi, 274 p.)

Includes bibliographical references and index.

Relevance of Machine Learning to Cardiovascular Imaging / Sumesh Sasidharan, Mohammad Salmasi, Selene Pirola, Omar Jarral -- Deep Learning Applications in Medical Imaging : Artificial Intelligence, Machine Learning and Deep Learning / S. Sasikala, S.J. Subhashini, P. Alli, J. Jane Rubel Angelina -- A Survey on Prematurity Detection of Diabetic Retinopathy Based on Fundus Images using Deep Learning Techniques / Amiya Dash, Puspanjali Mohapatra -- Malaria Parasites Detection Using Deep Neural Network / Biswajit Jena, Pulkit Thakar, Vedanta Nayak, Gopal Nayak, Sanjay Saxena -- Deep Learning for Medical Image Segmentation / Kanchan Sarkar, Bohang Li -- Current Trends in Integrating the Concept of Deep Learning in Medical Imaging / Kavitha S. Velammal, Anchitaalagammai J.V., S Murali, Grace Shalini T. -- A CONVblock For Convolutional Neural Networks / Hmidi Alaeddine, Malek Jihene -- Machine Learning for Prediction of Lung Cancer / Nikita Banerjee, Subhalaxmi Das -- Conventional and Non Conventional ANN's in Medical Diagnostics A Tutorial Survey of Architectures, Algorithms and Application / Devika G., Asha Karegowda.

"This book explores the application deep learning in medical imaging"--

ISBN: 9781799850724 (ebk.)

LCCN: 2020008476Subjects--Topical Terms:

198248
Diagnostic Imaging

LC Class. No.: RC78.7.D53

Dewey Class. No.: 616.07/54

Deep learning applications in medical imaging[electronic resource] /
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020 $a 9781799850724 (ebk.)
020 $a 9781799850717 (hbk.)
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050 0 0 $a RC78.7.D53
082 0 0 $a 616.07/54 $2 23
245 0 0 $a Deep learning applications in medical imaging $h [electronic resource] / $c Sanjay Saxena and Sudip Paul, editors.
260 $a Hershey, PA : $b Medical Information Science Reference, $c 2021.
300 $a 1 online resource (xxi, 274 p.)
504 $a Includes bibliographical references and index.
505 0 $a Relevance of Machine Learning to Cardiovascular Imaging / Sumesh Sasidharan, Mohammad Salmasi, Selene Pirola, Omar Jarral -- Deep Learning Applications in Medical Imaging : Artificial Intelligence, Machine Learning and Deep Learning / S. Sasikala, S.J. Subhashini, P. Alli, J. Jane Rubel Angelina -- A Survey on Prematurity Detection of Diabetic Retinopathy Based on Fundus Images using Deep Learning Techniques / Amiya Dash, Puspanjali Mohapatra -- Malaria Parasites Detection Using Deep Neural Network / Biswajit Jena, Pulkit Thakar, Vedanta Nayak, Gopal Nayak, Sanjay Saxena -- Deep Learning for Medical Image Segmentation / Kanchan Sarkar, Bohang Li -- Current Trends in Integrating the Concept of Deep Learning in Medical Imaging / Kavitha S. Velammal, Anchitaalagammai J.V., S Murali, Grace Shalini T. -- A CONVblock For Convolutional Neural Networks / Hmidi Alaeddine, Malek Jihene -- Machine Learning for Prediction of Lung Cancer / Nikita Banerjee, Subhalaxmi Das -- Conventional and Non Conventional ANN's in Medical Diagnostics A Tutorial Survey of Architectures, Algorithms and Application / Devika G., Asha Karegowda.
520 $a "This book explores the application deep learning in medical imaging"-- $c Provided by publisher.
650 0 $a Diagnostic Imaging $3 198248
650 0 $a Deep Learning $3 738725
650 0 $a Medical Informatics Applications $v Congresses. $3 549574
650 0 $a Image Processing, Computer-Assisted $3 734435
700 1 $a Saxena, Sanjay, $d 1986- $e editor. $3 738854
700 1 $a Paul, Sudip, $d 1984- $e editor. $3 738543
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-5071-7

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