posted by user: ecelebi || 3883 views || tracked by 5 users: [display]

JBHI SLIAMD 2018 : JBHI SLIAMD 2018 : IEEE Journal of Biomedical Health Informatics Special Issue on Skin Lesion Image Analysis for Melanoma Detection

FacebookTwitterLinkedInGoogle

Link: http://jbhi.embs.org/special-issues/
 
When N/A
Where N/A
Submission Deadline Oct 1, 2017
Notification Due Dec 1, 2017
Final Version Due Feb 1, 2018
Categories    melanoma   image analysis   image processing   computer vision
 

Call For Papers

The goals of this special issue are to summarize the state-of-the-art in both the computerized analysis of skin lesion images, as well as image acquisition technologies, providing future directions for this exciting subfield of medical image analysis. The intended audience includes researchers and practicing clinicians, who are increasingly using digital analytic tools.

Invasive and in-situ malignant melanoma together comprise one of the most rapidly increasing cancers in the world. Invasive melanoma alone has an estimated incidence of 87,110 and of 9,730 deaths in the United States in 2017. Early diagnosis is critical, as melanoma can be effectively treated with simple excision if detected early.

In the past, the primary form of diagnosis for melanoma has been unaided clinical examination, which has limited and variable accuracy, leading to significant challenges both in the early detection of disease and the minimization of unnecessary biospies. In recent years, dermoscopy has improved the diagnostic capability of trained specialists. However, dermoscopy remains difficult to learn, and several studies have demonstrated limits of dermoscopy when proper training is not administered. In addition, even with sufficient training, analyses remain highly subjective.

Newer imaging technologies such as infrared imaging, multispectral imaging, and confocal microscopy, have recently come to the forefront in providing the potential for greater diagnostic accuracy. In addition, various research studies have been focused on developing algorithms for the automated analysis of skin lesion images. Combinations of such technologies have the potential to serve as adjuncts to physicians, improving clinical management, especially for patients with a high degree of lesion burden.

This special issue aims to cover all aspects of skin lesion image analysis. Topics of interest include, but are not limited to:

- Novel and emerging imaging technologies
- Image enhancement
- Image registration
- Image segmentation
- Feature extraction
- Image classification
- Hardware systems

We are particularly interested in studies that make their data sets and software publicly available.

Please note that new submissions are required to be at least 70% different from any other publications. For detailed manuscript preparation/submission instructions, please visit http://jbhi.embs.org/for-authors/prepare-and-submit-your-manuscript/

Guest Editors

M. Emre Celebi
University of Central Arkansas
ecelebi AT uca DOT edu

Noel Codella
IBM T. J. Watson Research Center
nccodell AT us DOT ibm DOT com

Allan Halpern
Memorial Sloan Kettering Cancer Center
halperna AT mskcc DOT org

Dinggang Shen
University of North Carolina, Chapel Hill
dinggang_shen AT med DOT unc DOT edu

Important Dates

Submission of initial manuscripts: October 1, 2017
Initial notifications: December 1, 2017
Submission of revised manuscripts: February 1, 2018
Final notifications: March 1, 2018

Related Resources

IEEE-JBHI (SI) 2024   Special Issue on Revolutionizing Healthcare Informatics with Generative AI: Innovations and Implications
ECAI 2024   27th European Conference on Artificial Intelligence
ICDM 2024   IEEE International Conference on Data Mining
CVIV 2024   2024 6th International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2024) -EI Compendex
IEEE BigData 2024   2024 IEEE International Conference on Big Data
MLANN 2024   2024 2nd Asia Conference on Machine Learning, Algorithms and Neural Networks (MLANN 2024)
AIME 2024   22nd International Conference of Artificial Intelligence in Medicine
CVIPPR 2024   2024 2nd Asia Conference on Computer Vision, Image Processing and Pattern Recognition
IEEE AIxVR 2024   IEEE International Conference on Artificial Intelligence & extended and Virtual Reality
AIKE 2024   7th IEEE International Conference on Artificial Intelligence and Knowledge Engineering