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AMSS 2020 : Workshop on Analysis of Medical and Sports Sensor Data Using Deep Learning
AMSS 2020 : Workshop on Analysis of Medical and Sports Sensor Data Using Deep Learning

AMSS 2020 : Workshop on Analysis of Medical and Sports Sensor Data Using Deep Learning

Dublin, Ireland
Event Date: June 08, 2020 - June 11, 2020
Submission Deadline: March 12, 2020
Notification of Acceptance: March 28, 2020
Camera Ready Version Due: April 15, 2020




About

The development of intelligent medical and sports data analysis systems has experienced a significant boost in recent years thanks to the emergence of a machine learning paradigm known as deep learning (DL). DL algorithms have enabled the development of highly accurate systems (with performance comparable to that of human experts, in some cases) and have become a standard choice for analyzing medical and sport data, especially images and videos. Dozens of commercial applications using deep learning to analyze, classify, segment and measure data from different modalities of sensors are currently available. Deep learning methods applied on medical and sports data are contributing to understand the evolution of chronic diseases, predicting the risk of developing those diseases, and understanding the performance of athletes and their risk of overuse injuries. Researchers in industry, hospitals, sports institutes and academia have published hundreds of scientific contributions in this area during the last year alone. 

The presented workshop is meant as a forum for the discussion of the impact of deep learning on medical and sport sensor data analysis and a focused venue for sharing novel scientific contributions in the area of deep learning. 


Call for Papers

Topics of interest include (but are not limited to): 

  • Novel approaches for medical and sport sensor data classification, event detection, segmentation, and abnormality detection using DL; 
  • DL for injury analysis; 
  • DL for image medical data analysis; 
  • Content-Based Sensor Data Retrieval (CSDR) using DL; 
  • Medical and Sport Sensor data understanding using DL; 
  • Medical and Sport Sensor data visualisation; 
  • Sensor data generation and preprocessing methods using unsupervised DL like GANs, autoencoders, etc.; 
  • Multimodal analysis and fusion using DL; 
  • Applications of DL in different fields and disciplines. 
  • Combination of Sports and health data. 
  • Human behavior modelling using DL; 


Summary

AMSS 2020 : Workshop on Analysis of Medical and Sports Sensor Data Using Deep Learning will take place in Dublin, Ireland. It’s a 4 days event starting on Jun 08, 2020 (Monday) and will be winded up on Jun 11, 2020 (Thursday).

AMSS 2020 falls under the following areas: DEEP LEARNING, EHEALTH, SPORTS, MACHINE LEARNING, etc. Submissions for this Workshop can be made by Mar 12, 2020. Authors can expect the result of submission by Mar 28, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Apr 15, 2020 to the official website of the Workshop.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the AMSS 2020

  • Short Name: AMSS 2020
  • Full Name: Workshop on Analysis of Medical and Sports Sensor Data Using Deep Learning
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of AMSS 2020
  • Event Type: Workshop
  • Website Link: https://github.com/kelkalot/AMSS-workshop
  • Location/Address: Dublin, Ireland


Credits and Sources

[1] AMSS 2020 : Workshop on Analysis of Medical and Sports Sensor Data Using Deep Learning


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