Medical image recognition, segmentation and parsing : machine learning and multiple object approaches /: machine learning and multiple object approaches. (2015)
- Record Type:
- Book
- Title:
- Medical image recognition, segmentation and parsing : machine learning and multiple object approaches /: machine learning and multiple object approaches. (2015)
- Main Title:
- Medical image recognition, segmentation and parsing : machine learning and multiple object approaches
- Further Information:
- Note: Kevin Zhou.
- Authors:
- Zhou, Kevin
- Contents:
- Preface Chapter 1 Introduction to Medical Image Recognition and Parsing Chapter 2 Discriminative Anatomy Detection: Classification vs. Regression Chapter 3: Information Theoretic Landmark Detection Chapter 4: Submodular Landmark Detection Chapter 5: Random Forests for Anatomy Recognition Chapter 6: Integrated Detection Network for Multiple Object Recognition Chapter 7: Optimal Graph-Based Method for Multi-Object Segmentation Chapter 8: Parsing of Multiple Organs Using Learning Method and Level Sets Chapter 9: Context Integration for Rapid Multiple Organ Parsing Chapter 10: Multi-Atlas Methods and Label Fusion Chapter 11: Multi-Compartment Segmentation Framework Chapter 12: Deformable Segmentation via Sparse Representation and Dictionary Learning Chapter 13: Simultaneous Nonrigid Registration, Segmentation, and Tumor Detection Chapter 14: Whole Brain Anatomical Structure Parsing Chapter 15: Aortic and Mitral Valve Segmentation Chapter 16: Parsing of Heart, Chambers and Coronary Vessels Chapter 17: Spine Segmentation Chapter 18: Parsing of Rib and Knee Bones Chapter 19: Lymph Node Segmentation Chapter 20: Polyp Segmentation from CT Colonoscopy
- Publisher Details:
- Amsterdam : Academic Press
- Publication Date:
- 2015
- Extent:
- 1 online resource
- Subjects:
- 616.0754
Imaging systems in medicine
Pattern recognition systems - Languages:
- English
- ISBNs:
- 9780128026762
- Related ISBNs:
- 9780128025819
- Notes:
- Note: Description based on CIP data; item not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.44540
- Ingest File:
- 02_020.xml