Deep network design for medical image computing : principles and applications /: principles and applications. (2022)

• Record Type: Book
• Further Information: Note: Haofu Liao, S. Kevin Zhou, Jiebo Luo.
• Authors: Liao, Haofu; Zhou, S. Kevin; Luo, Jiebo
• Contents: 1. Introduction; 2. Deep Learning Basics; 3. Classification: Lesion and Disease Recognition; 4. Detection: Vertebrae Localization and Identification; 5. Segmentation: Intracardiac Echocardiography Contouring; 6. Registration: 2D/3D Medical Image Registration; 7. Reconstruction: Supervised Artifact Reduction; 8. Reconstruction: Unsupervised Artifact Reduction; 9. Synthesis: Novel View Synthesis; 10. Challenges and Future Directions
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 616.0754; Diagnostic imaging; Medical informatics; Computer networks -- Design
• Languages: English
• ISBNs: 9780128244036
• Related ISBNs: 9780128243831
• Notes: Note: Description based on CIP data; resource 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.