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Biomedical image understanding : methods and applications / Joo-Hwee Lim, Sim-Heng Ong and Wei Xiong.

By: Contributor(s): Series: Wiley series in biomedical engineering and multi-disciplinary integrated systemsPublication details: New Jersey : Jon Wiley, c2015.Description: xxv, 467 p. : illustrations (some color) ; 25 cmISBN:
  • 9781118715154
Subject(s): DDC classification:
  • 610.284 23 L732
Contents:
1. Overview of biomedical image understanding methods / Wei Xiong, Jierong Cheng, Ying Gu, Shimiao Li and Joo Hwee Lim -- 2. Medical image segmentation and its application in cardiac MRI / Dong Wei, Chao Li and Ying Sun -- 3. Morphometric measurements of the retinal vasculature in fundus images with Vanpire / Emanuele Trucco, Andrea Giachetti, Lucia Ballerini, Devanjali Relan, Alessandro Cavinato and Tom MacGillivray -- 4. Analyzing cell and tissue morphologies using pattern recognition algorithms / Hwee Kuan Lee, Yan Nei Law, ChaoHui Huang and Choon Kong Yap -- 5. 3D nonrigid image registration by Parzenwindow based normalized mutual information / Rui Xu, YenWei Chen, Shigehiro Morikawa and Yoshimasa Kurumi -- 6. 2D/3D image registration for endovascular abdominal aortic aneurysm (AAA) repair / Shun Miao and Rui Liao -- 7. Motion tracking in medical images / Chuqing Cao, Chao Li and Ying Sun -- 8. Blood smear analysis and malaria infection detection from blood cell images / Wei Xiong, SimHeng Ong, Joo Hwee Lim, Jierong Cheng and Ying Gu -- 9. Liver tumor segmentation using SVM framework and pathology characterization / Jiayin Zhou, Yanling Chi, Weimin Huang, Wei Xiong, Wenyu Chen, Jimin Liu and Sudhakar K. Venkatesh -- 10. Benchmarking lymph node metastasis classification for gastric cancer staging / Su Zhang, Chao Li, Shuheng Zhang, Lifang Pang and Huan Zhang -- 11. The use of knowledge in biomedical image analysis / Florence Cloppet -- 12. Active shape model for contour detection of anatomical structure / Huiqi Li and Qing Nie -- Index.
Summary: Offers a comprehensive guide to understanding and interpreting digital images in medical and functional applications. This book focuses on image understanding and semantic interpretation, with clear introductions to related concepts and in-depth theoretical analysis. It is suitable for the reader interested in biomedical image understanding.
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Includes bibliographical references and index.

1. Overview of biomedical image understanding methods / Wei Xiong, Jierong Cheng, Ying Gu, Shimiao Li and Joo Hwee Lim --
2. Medical image segmentation and its application in cardiac MRI / Dong Wei, Chao Li and Ying Sun --
3. Morphometric measurements of the retinal vasculature in fundus images with Vanpire / Emanuele Trucco, Andrea Giachetti, Lucia Ballerini, Devanjali Relan, Alessandro Cavinato and Tom MacGillivray --
4. Analyzing cell and tissue morphologies using pattern recognition algorithms / Hwee Kuan Lee, Yan Nei Law, ChaoHui Huang and Choon Kong Yap --
5. 3D nonrigid image registration by Parzenwindow based normalized mutual information / Rui Xu, YenWei Chen, Shigehiro Morikawa and Yoshimasa Kurumi --
6. 2D/3D image registration for endovascular abdominal aortic aneurysm (AAA) repair / Shun Miao and Rui Liao --
7. Motion tracking in medical images / Chuqing Cao, Chao Li and Ying Sun --
8. Blood smear analysis and malaria infection detection from blood cell images / Wei Xiong, SimHeng Ong, Joo Hwee Lim, Jierong Cheng and Ying Gu --
9. Liver tumor segmentation using SVM framework and pathology characterization / Jiayin Zhou, Yanling Chi, Weimin Huang, Wei Xiong, Wenyu Chen, Jimin Liu and Sudhakar K. Venkatesh --
10. Benchmarking lymph node metastasis classification for gastric cancer staging / Su Zhang, Chao Li, Shuheng Zhang, Lifang Pang and Huan Zhang --
11. The use of knowledge in biomedical image analysis / Florence Cloppet --
12. Active shape model for contour detection of anatomical structure / Huiqi Li and Qing Nie --
Index.

Offers a comprehensive guide to understanding and interpreting digital images in medical and functional applications. This book focuses on image understanding and semantic interpretation, with clear introductions to related concepts and in-depth theoretical analysis. It is suitable for the reader interested in biomedical image understanding.

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