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  • © 2022

Medical Image Understanding and Analysis

26th Annual Conference, MIUA 2022, Cambridge, UK, July 27–29, 2022, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13413)

Conference series link(s): MIUA: Annual Conference on Medical Image Understanding and Analysis

Conference proceedings info: MIUA 2022.

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  • ISBN: 978-3-031-12053-4
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Table of contents (65 papers)

  1. Front Matter

    Pages i-xvii
  2. Biomarker Detection

    1. Front Matter

      Pages 1-1
    2. Neck Fat Estimation from DXA Using Convolutional Neural Networks

      • Emily Cresswell, Fredrik Karpe, Nicolas Basty
      Pages 3-12
    3. Multimodal Cardiomegaly Classification with Image-Derived Digital Biomarkers

      • Benjamin Duvieusart, Felix Krones, Guy Parsons, Lionel Tarassenko, Bartłomiej W. Papież, Adam Mahdi
      Pages 13-27
    4. Proton Density Fat Fraction of Breast Adipose Tissue: Comparison of the Effect of Fat Spectra and Initial Evaluation as a Biomarker

      • Isobel Gordon, George Ralli, Carolina Fernandes, Amy Herlihy, Sir Michael Brady
      Pages 28-45
    5. Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification

      • Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
      Pages 46-61
  3. Novel Imaging, Image Registration and Reconstruction

    1. Front Matter

      Pages 63-63
    2. Joint Group-Wise Motion Estimation and Segmentation of Cardiac Cine MR Images Using Recurrent U-Net

      • Pengfang Qian, Junwei Yang, Pietro Lió, Peng Hu, Haikun Qi
      Pages 65-74
    3. Recursive Deformable Image Registration Network with Mutual Attention

      • Jian-Qing Zheng, Ziyang Wang, Baoru Huang, Tonia Vincent, Ngee Han Lim, Bartłomiej W. Papież
      Pages 75-86
    4. Faster Diffusion Cardiac MRI with Deep Learning-Based Breath Hold Reduction

      • Michael Tänzer, Pedro Ferreira, Andrew Scott, Zohya Khalique, Maria Dwornik, Dudley Pennell et al.
      Pages 101-115
    5. Preoperative CT and Intraoperative CBCT Image Registration and Evaluation in Robotic Cochlear Implant Surgery

      • Chenxi Lu, Bo Dong, Xi Hu, Yang Zhao, Hongjian He, Jing Wang
      Pages 116-129
    6. Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting

      • Lihao Liu, Chenyang Hong, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb
      Pages 130-138
    7. Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation

      • Nabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R Jackson et al.
      Pages 139-153
  4. Image Interpretation

    1. Front Matter

      Pages 155-155
    2. Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation

      • Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani, Yesim Ozen Alahdab, Ozlen Atug, Alptekin Temizel
      Pages 157-171
    3. Procrustes Analysis of Muscle Fascicle Shapes Based on DTI Fibre Tracking

      • Lei Ye, Eugenie Hunsicker, Baihua Li, Diwei Zhou
      Pages 172-186
    4. Weakly Supervised Captioning of Ultrasound Images

      • Mohammad Alsharid, Harshita Sharma, Lior Drukker, Aris T. Papageorgiou, J. Alison Noble
      Pages 187-198
    5. Computerised Methods for Monitoring Diabetic Foot Ulcers on Plantar Foot: A Feasibility Study

      • Manu Goyal, Neil D. Reeves, Satyan Rajbhandari, Moi Hoon Yap
      Pages 199-211

Other Volumes

  1. Medical Image Understanding and Analysis

    26th Annual Conference, MIUA 2022, Cambridge, UK, July 27–29, 2022, Proceedings

About this book

Chapter “FCN-Transformer Feature Fusion for Polyp Segmentation” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Keywords

  • artificial intelligence
  • classification methods
  • color image processing
  • computer networks
  • computer systems
  • computer vision
  • deep learning
  • image analysis
  • image matching
  • image processing
  • image quality
  • image reconstruction
  • image segmentation
  • imaging systems
  • machine learning
  • medical images
  • neural networks
  • pattern recognition
  • reference image

Editors and Affiliations

  • Imperial College London, London, UK

    Guang Yang

  • University of Cambridge, Cambridge, UK

    Angelica Aviles-Rivero, Michael Roberts, Carola-Bibiane Schönlieb

Bibliographic Information

  • Book Title: Medical Image Understanding and Analysis

  • Book Subtitle: 26th Annual Conference, MIUA 2022, Cambridge, UK, July 27–29, 2022, Proceedings

  • Editors: Guang Yang, Angelica Aviles-Rivero, Michael Roberts, Carola-Bibiane Schönlieb

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-12053-4

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-12052-7

  • eBook ISBN: 978-3-031-12053-4

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVII, 911

  • Number of Illustrations: 46 b/w illustrations, 309 illustrations in colour

  • Topics: Computer Vision, Artificial Intelligence, Computing Milieux, Computer and Information Systems Applications

Buying options

eBook USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-3-031-12053-4
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 139.99
Price excludes VAT (USA)