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Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures - Tapa dura
Sinopsis
Automatic detection and segmentation of anatomical structures in medical images are prerequisites to subsequent image measurements and disease quantification, and therefore have multiple clinical applications. This book presents an efficient object detection and segmentation framework, called Marginal Space Learning, which runs at a sub-second speed on a current desktop computer, faster than the state-of-the-art. Trained with a sufficient number of data sets, Marginal Space Learning is also robust under imaging artifacts, noise and anatomical variations. The book showcases 35 clinical applications of Marginal Space Learning and its extensions to detecting and segmenting various anatomical structures, such as the heart, liver, lymph nodes and prostate in major medical imaging modalities (CT, MRI, X-Ray and Ultrasound), demonstrating its efficiency and robustness.
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Críticas
“This book presents a generic learning-based method for efficient 3D object detection called marginal space learning (MSL). ... Each chapter ends with a remarkable bibliography on the topics covered. This book is suited for students and researchers with interest in medical image analysis.” (Oscar Bustos, zbMATH 1362.92004, 2017)
Reseña del editor
Automatic detection and segmentation of anatomical structures in medical images are prerequisites to subsequent image measurements and disease quantification, and therefore have multiple clinical applications. This book presents an efficient object detection and segmentation framework, called Marginal Space Learning, which runs at a sub-second speed on a current desktop computer, faster than the state-of-the-art. Trained with a sufficient number of data sets, Marginal Space Learning is also robust under imaging artifacts, noise and anatomical variations. The book showcases 35 clinical applications of Marginal Space Learning and its extensions to detecting and segmenting various anatomical structures, such as the heart, liver, lymph nodes and prostate in major medical imaging modalities (CT, MRI, X-Ray and Ultrasound), demonstrating its efficiency and robustness.
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Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures
Librería: Cotswolds Rare Books, OXFORDSHIRE, Reino Unido
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Marginal Space Learning for Medical Image Analysis
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Springer New York Apr 2014, 2014
ISBN 10: 1493905996
ISBN 13: 9781493905997
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Automatic detection and segmentation of anatomical structures in medical images are prerequisites to subsequent image measurements and disease quantification, and therefore have multiple clinical applications. This book presents an efficient object detection and segmentation framework, called Marginal Space Learning, which runs at a sub-second speed on a current desktop computer, faster than the state-of-the-art. Trained with a sufficient number of data sets, Marginal Space Learning is also robust under imaging artifacts, noise and anatomical variations. The book showcases 35 clinical applications of Marginal Space Learning and its extensions to detecting and segmenting various anatomical structures, such as the heart, liver, lymph nodes and prostate in major medical imaging modalities (CT, MRI, X-Ray and Ultrasound), demonstrating its efficiency and robustness. 288 pp. Englisch. Nº de ref. del artículo: 9781493905997
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Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures
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Marginal Space Learning for Medical Image Analysis
Impresión bajo demandaLibrería: moluna, Greven, Alemania
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Gebunden. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents an award winning image analysis technology (Thomas Edison Patent Award, MICCAI Young Investigator Award) that achieves object detection and segmentation with state-of-the-art accuracy and efficiencyFlexible, machine learning-based framewo. Nº de ref. del artículo: 4213849
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Marginal Space Learning for Medical Image Analysis : Efficient Detection and Segmentation of Anatomical Structures
Publicado por
Springer New York, Springer US, 2014
ISBN 10: 1493905996
ISBN 13: 9781493905997
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Tapa dura
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - Automatic detection and segmentation of anatomical structures in medical images are prerequisites to subsequent image measurements and disease quantification, and therefore have multiple clinical applications. This book presents an efficient object detection and segmentation framework, called Marginal Space Learning, which runs at a sub-second speed on a current desktop computer, faster than the state-of-the-art. Trained with a sufficient number of data sets, Marginal Space Learning is also robust under imaging artifacts, noise and anatomical variations. The book showcases 35 clinical applications of Marginal Space Learning and its extensions to detecting and segmenting various anatomical structures, such as the heart, liver, lymph nodes and prostate in major medical imaging modalities (CT, MRI, X-Ray and Ultrasound), demonstrating its efficiency and robustness. Nº de ref. del artículo: 9781493905997
Cantidad disponible: 1 disponibles
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Marginal Space Learning for Medical Image Analysis : Efficient Detection and Segmentation of Anatomical Structures
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Marginal Space Learning for Medical Image Analysis : Efficient Detection and Segmentation of Anatomical Structures
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Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures
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Springer-Verlag New York Inc., 2014
ISBN 10: 1493905996
ISBN 13: 9781493905997
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Tapa dura
Librería: THE SAINT BOOKSTORE, Southport, Reino Unido
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Hardback. Condición: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 575. Nº de ref. del artículo: C9781493905997
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Marginal Space Learning for Medical Image Analysis
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Condición: New. pp. 290. Nº de ref. del artículo: 26127089801
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Marginal Space Learning for Medical Image Analysis
Librería: Majestic Books, Hounslow, Reino Unido
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Condición: New. pp. 290 122 Illus. (58 Col.). Nº de ref. del artículo: 132416342
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