Special Session
Special Session on
Deep Learning in Musculoskeletal Imaging -
DeepMSK
2021
11 - 13 February, 2021
Within the 14th International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2021
* CANCELLED *
CO-CHAIRS
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Fabio Galbusera
IRCCS Istituto Ortopedico Galeazzi
Italy
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Brief Bio
Fabio Galbusera, engineer, is the director of the Laboratory of Biological Structures Mechanics. He received his Master degree in Biomedical Engineering at the Politecnico di Milano, Italy and the PhD at the Institute of Orthopaedic Research and Biomechanics, Center of Musculoskeletal Research Ulm, Germany. His main research interests are the biomechanics of the spine, the use of numerical models for its investigation as well as spinal imaging, about which he published more than 100 papers in international peer-reviewed journals. He is a member of the International Society for the Study of the Lumbar Spine (ISSLS), of the Spine Society of Europe (Eurospine), of AOSpine, and is currently part of the Editorial Boards of Journal of Biomechanics, European Spine Journal and of European Radiology Experimental.
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SCOPE
Deep learning is revolutionizing several industrial and research fields like computer vision, autonomous driving, natural language processing, and speech recognition. Deep learning is already having a major impact in radiology, diagnostics, and many medical other applications in which the availability of automated solution may benefit the accuracy and repeatability of the execution of critical tasks. For this Special Session, we invite papers about the development and the use of deep learning tools in the specific field of musculoskeletal radiology, including but not limited to automated diagnosis, detection and localization of lesions or anatomical landmarks, segmentation, scoring features such as degenerative phenotypes or fractures, as well as ethical issues.
Topics of Interest
Topics of interest include, but are not limited to:
- Computer-aided Diagnosis of Musculoskeletal Disorders
- Detection and Localization of Lesions and Interest Hotspots
- Grading and Scoring Degenerative and Traumatic Phenotypes
- Measurement of Relevant Distances and Angles
- 3D Information from 2D Images
- Segmentation
- Ethical Issues
IMPORTANT DATES
Paper Submission:
November 26, 2020 (expired)
Authors Notification:
December 14, 2020 (expired)
Camera Ready and Registration:
December 22, 2020 (expired)
SPECIAL SESSION PROGRAM COMMITTEE
Available soon.
PAPER SUBMISSION
Prospective authors are invited to submit papers in any of the topics listed above.
Instructions for preparing the manuscript (in Word and Latex formats) are available at: Paper Templates
Please also check the Guidelines.
Papers must be submitted electronically via the web-based submission system using the appropriated button on this page.
PUBLICATIONS
After thorough reviewing by the special session program committee, all accepted papers will be published in a special section of the conference proceedings book - under an ISBN reference and on digital support - and submitted for indexation by SCOPUS, Google Scholar, DBLP, Semantic Scholar, Microsoft Academic, EI and Web of Science / Conference Proceedings Citation Index.
SCITEPRESS is a member of CrossRef (http://www.crossref.org/) and every paper is given a DOI (Digital Object Identifier).
All papers presented at the conference venue will be available at the SCITEPRESS Digital Library