Description



Table of 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

Deep Network Design for Medical Image Computing

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    A Paperback by Haofu Liao, S. Kevin Zhou, Jiebo Luo

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      Publisher: Elsevier Science
      Publication Date: Publication Date: 8/30/2022 12:00:00 AM
      ISBN13: 9780128243831, 978-0128243831
      ISBN10: 012824383X

      Description



      Table of 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

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