Image Processing, Computer Vision, Pattern Recognition, and Graphics

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures

10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4–8, 2020, Proceedings

Editors: Syeda-Mahmood, T., Drechsler, K., Greenspan, H., Madabhushi, A., Karargyris, A., Linguraru, M.G., Oyarzun Laura, C., Shekhar, R., Wesarg, S., González Ballester, M.Á., Erdt, M. (Eds.)

Free Preview

Buy this book

eBook $44.99
price for USA in USD
  • ISBN 978-3-030-60946-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover $59.99
price for USA in USD
About this book

This book constitutes the refereed joint proceedings of the 10th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2020, and the 9th International Workshop on Clinical Image-Based Procedures, CLIP 2020, held in conjunction with the 23rd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The workshops were held virtually due to the COVID-19 pandemic.

The 4 full papers presented at ML-CDS 2020 and the 9 full papers presented at CLIP 2020 were carefully reviewed and selected from numerous submissions to ML-CDS and 10 submissions to CLIP. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The CLIP workshops provides a forum for work centered on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data.

Table of contents (13 chapters)

Table of contents (13 chapters)
  • Optimal Targeting Visualizations for Surgical Navigation of Iliosacral Screws

    Pages 3-12

    Pandey, Prashant U. (et al.)

  • Prediction of Type II Diabetes Onset with Computed Tomography and Electronic Medical Records

    Pages 13-23

    Tang, Yucheng (et al.)

  • A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography

    Pages 24-33

    Aktar, Mumu (et al.)

  • Image-Based Subthalamic Nucleus Segmentation for Deep Brain Surgery with Electrophysiology Aided Refinement

    Pages 34-43

    Varga, Igor (et al.)

  • 3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research

    Pages 44-53

    Bianchi, Jonas (et al.)

Buy this book

eBook $44.99
price for USA in USD
  • ISBN 978-3-030-60946-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover $59.99
price for USA in USD
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures
Book Subtitle
10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4–8, 2020, Proceedings
Editors
  • Tanveer Syeda-Mahmood
  • Klaus Drechsler
  • Hayit Greenspan
  • Anant Madabhushi
  • Alexandros Karargyris
  • Marius George Linguraru
  • Cristina Oyarzun Laura
  • Raj Shekhar
  • Stefan Wesarg
  • Miguel Ángel González Ballester
  • Marius Erdt
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
12445
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-60946-7
DOI
10.1007/978-3-030-60946-7
Softcover ISBN
978-3-030-60945-0
Edition Number
1
Number of Pages
XII, 138
Number of Illustrations
4 b/w illustrations
Topics