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Machine learning and AI techniques in interactive medical image analysis

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Machine learning and AI techniques in interactive medical image analysis/ Lipismita Panigrahi, Sandeep Biswal, Akash Kumar Bhoi, Akhtar Kalam, Paolo Barsocchi.
其他題名:	Machine learning and artificial intelligence techniques in interactive medical image analysis
其他作者:	Panigrahi, Lipismita,
出版者:	Hershey, Pennsylvania :IGI Global, : 2023.,
面頁冊數:	1 online resource (226 p.) :ill. (some color)
內容註:	Chapter 1. Deep learning in retinal diseases diagnosis: a review -- Chapter 2. Study of the current trends of CAD (computer-aided detection) in modern medical imaging -- Chapter 3. Medical image analysis with intelligent techniques -- Chapter 4. Detection of COVID-19 from chest x-ray images using machine learning -- Chapter 5. Detection of COVID-19 infection using chest x-ray images -- Chapter 6. Automatic detection of lung cancer using the potential of artificial intelligence (AI) -- Chapter 7. Parasite detection from digital images using deep learning -- Chapter 8. Approximation-aided epilepsy detection using linear and non-linear classifiers -- Chapter 9. Cardiac image-based heart disease diagnosis using bio-inspired optimized technique for feature selection to enhance classification accuracy -- Chapter 10. The use of AI and structural magnetic resonance imaging in the diagnosis of major depressive disorder.
標題:	Diagnostic imaging - Data processing. -
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-4671-3
ISBN:	9781668446737 (electronic bk.)

Machine learning and AI techniques in interactive medical image analysis
Machine learning and AI techniques in interactive medical image analysis[electronic resource] /Machine learning and artificial intelligence techniques in interactive medical image analysisLipismita Panigrahi, Sandeep Biswal, Akash Kumar Bhoi, Akhtar Kalam, Paolo Barsocchi. - Hershey, Pennsylvania :IGI Global,2023. - 1 online resource (226 p.) :ill. (some color) - Advances in medical technologies and clinical practice (AMTCP) book series. - Advances in medical technologies and clinical practice book series..

Includes bibliographical references and index.

Chapter 1. Deep learning in retinal diseases diagnosis: a review -- Chapter 2. Study of the current trends of CAD (computer-aided detection) in modern medical imaging -- Chapter 3. Medical image analysis with intelligent techniques -- Chapter 4. Detection of COVID-19 from chest x-ray images using machine learning -- Chapter 5. Detection of COVID-19 infection using chest x-ray images -- Chapter 6. Automatic detection of lung cancer using the potential of artificial intelligence (AI) -- Chapter 7. Parasite detection from digital images using deep learning -- Chapter 8. Approximation-aided epilepsy detection using linear and non-linear classifiers -- Chapter 9. Cardiac image-based heart disease diagnosis using bio-inspired optimized technique for feature selection to enhance classification accuracy -- Chapter 10. The use of AI and structural magnetic resonance imaging in the diagnosis of major depressive disorder.

"The healthcare industry is predominantly moving towards affordable, accessible, and quality health care and this book investigates how organizations are striving hard to build communication compatibility among the wide range of devices that have operated independently and therefore boosting the research in the medical imaging field"--

ISBN: 9781668446737 (electronic bk.)Subjects--Topical Terms:

817500
Diagnostic imaging
--Data processing.Index Terms--Genre/Form:

542853
Electronic books.

LC Class. No.: RC78.7.D53 / M323 2023eb

Dewey Class. No.: 616.0754

National Library of Medicine Call No.: WN 180 / .M323 2023eb

Machine learning and AI techniques in interactive medical image analysis
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490 1 $a Advances in medical technologies and clinical practice (AMTCP) book series
504 $a Includes bibliographical references and index.
505 0 $a Chapter 1. Deep learning in retinal diseases diagnosis: a review -- Chapter 2. Study of the current trends of CAD (computer-aided detection) in modern medical imaging -- Chapter 3. Medical image analysis with intelligent techniques -- Chapter 4. Detection of COVID-19 from chest x-ray images using machine learning -- Chapter 5. Detection of COVID-19 infection using chest x-ray images -- Chapter 6. Automatic detection of lung cancer using the potential of artificial intelligence (AI) -- Chapter 7. Parasite detection from digital images using deep learning -- Chapter 8. Approximation-aided epilepsy detection using linear and non-linear classifiers -- Chapter 9. Cardiac image-based heart disease diagnosis using bio-inspired optimized technique for feature selection to enhance classification accuracy -- Chapter 10. The use of AI and structural magnetic resonance imaging in the diagnosis of major depressive disorder.
520 $a "The healthcare industry is predominantly moving towards affordable, accessible, and quality health care and this book investigates how organizations are striving hard to build communication compatibility among the wide range of devices that have operated independently and therefore boosting the research in the medical imaging field"-- $c Provided by publisher.
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650 0 $a Image analysis $x Data processing. $3 734977
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700 1 $a Biswal, Sandeep, $d 1987-. $3 3675537
700 1 $a Bhoi, Akash Kumar. $3 3486239
700 1 $a Kalam, Akhtar. $3 3297598
700 1 $a Barsocchi, Paolo. $3 3665206
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856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-4671-3