This session aims to present recent advances in medical image processing using deep learning (e.g., convolutional neural networks, auto encoders, generative adversarial networks, capsule networks, deep belief networks) and computational intelligence (e.g., multilayer perceptron, neuro-fuzzy, genetic algorithms). The objective of this special session is to advance scientific research of computational intelligence in medical image analysis. The session is going to foster the debate within the clinical domain of the most important breakthroughs in artificial intelligence techniques applied to medical imaging, boosting emerging transdisciplinary fields such as computational radiology and computational pathology. We invite researchers working in this area to submit their papers with latest results to this special session of IJCNN.

Topics of interest include (but not limited to) the following:

  • Segmentation and Classification of Medical Images
  • Anatomy Detection and Recognition in Medical Imaging
  • Medical Image Generation and Enhancement
  • Artificial Intelligence and Deep Learning for Computational Pathology and Radiology
  • Detection and Discovery of Predictive and Prognostic Tissue Biomarkers
  • Medical Image Reconstruction and Super-Resolution
  • Computational Intelligence for Surgical Planning and Guidance

A wide range of medical image modalities are of interest: CT, MRI, US, PET, microscopic images, mammograms, dermoscopic images,  histological, among others.

 Submission Guidelines:

This special session will be held in 2020 International Joint Conference on Neural Networks-IJCNN (wcci2020.org/ijcnn-sessions/), a part of 2020 IEEE World Congress on Computational Intelligence (https://wcci2020.org/ ) (Glasgow, Scotland, United Kingdom, July 19-24, 2020). All papers should be prepared according to the IJCNN 2020 policy and should be submitted electronically using the conference website (https://wcci2020.org/ ) . To submit your paper to this special session, you have to choose this special session on the submission page. All papers accepted and presented at IEEE IJCNN 2020 will be included in the conference proceedings published by IEEE Explore, which are typically indexed by EI.

Paper submission guidelines: https://wcci2020.org/calls/#call-for-papers

 

Preliminary Dates:

Paper Submissions: January 15, 2020 January 30, 2020

Paper Acceptance Notifications: March 15, 2020

Conference: July 19-24, 2020

 

Session organizer:

Prof. Stanislaw Osowski, Warsaw University of Technology, Military University of Technology, Warsaw, Poland
email: stanislaw.osowski@ee.pw.edu.pl
http://zetiis.iem.pw.edu.pl/~sto/

Sc. Saúl Calderón Ramírez, Costa Rica Institute of Technology, Costa Rica and De Montfort University, UK
Professor-Researcher, Coordinator, PAttern Recognition and MAchine Learning Group (PARMA-Group):
email: sacalderon@itcr.ac.cr
https://www.tec.ac.cr/grupo-investigacion/parma
Facebook: https://www.facebook.com/ParmaResearchGroup/

Prof. David Elizondo, Department of Computer Technology, De Montfort University, UK
email: elizondo@dmu.ac.uk
http://www.tech.dmu.ac.uk/~elizondo/

Dr. Luis Fernando Chavarría Estrada,  Centro Oncológico Costarricense, Costa Rica
email: drchavarriaestrada@gmail.com
https:// www.imagenesmedicas.cr/en_US/

Dr. Jordina Torrents Barrena, Hewlett Packard (HP), Barcelona, Spain
email: utenajtb@gmail.com

Important Dates

22 Dec 2019                            Special Session & Workshop Proposals Deadline

22 Dec 2019                            Competition and Tutorial Proposals Deadline

15 Jan 2020

30 Jan 2020                           Paper Submission Deadline

(this is the final paper submission deadline and no further extension will be given)

15 Mar 2020                           Paper Acceptance Notification Date

15 April 2020                          Final Paper Submission and Early Registration Deadline

19-24 July 2020                     IEEE WCCI 2020, Glasgow, Scotland, UK

Conferences

IJCNN 2020

The International Joint Conference on Neural Networks (IJCNN) covers a wide range of topics in the field of neural networks, from biological neural networks to artificial neural computation.

IEEE CEC 2020

The IEEE Congress on Evolutionary Computation (IEEE CEC) covers all topics in evolutionary computation from theory to real-world applications.

FUZZ-IEEE 2020

The IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) covers all topics in fuzzy systems from theory to real-world applications.

SPONSORS

IEEE
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