ISIC SIAW 2019 : Fourth ISIC Skin Image Analysis Workshop@CVPR 2019

Fourth ISIC Skin Image Analysis Workshop @ CVPR 2019

Hosted by the International Skin Imaging Collaboration (ISIC)

https://workshop2019.isic-archive.com/

Skin is the largest organ of the human body, and is the first area of assessment performed by any clinical staff when a patient is seen, as it delivers numerous insights into the patient’s underlying health. For example, cardiac function, liver function, immune function, and physical injuries can be assessed by examining the skin. In addition, dermatologic complaints are also among the most prevalent in primary care [1]. Images of the skin are the most easily captured form of medical image in healthcare, and the domain shares qualities to other standard computer vision datasets, serving as a natural bridge between standard computer vision tasks and medical applications.

This workshop will serve as a venue to facilitate advancements and knowledge dissemination in the field of skin image analysis, raising awareness and interest for these socially valuable tasks. Speakers include major influencers in computer vision and skin imaging, and authors of accepted papers. This is the fourth installment of the workshop, which was previously held in Prague, Czech Republic (2016); Melbourne, Australia (2017); and Granada, Spain (2018).

[1] Lowell BA, et al. “Dermatology in primary care: Prevalence and patient disposition” Journal of the American Academy of Dermatology, vol. 45, no. 2, pp. 250–255, 2001.

Topics of Interest include

Computer Vision Applied to Dermatology and Primary Care
Skin Analysis from Dermoscopic Images
Skin Analysis from Consumer-Grade Photographs
Skin Analysis from Video
Skin Analysis from Total-Body Photography and 3D Skin Reconstructions
Skin Analysis from Confocal Microscopy
Skin Analysis from Optical Coherence Tomography (OCT)
Skin Analysis from Histopathological Images
Skin Analysis from Multi-Modal Data Sources
Interpretable or Explainable AI Related to Skin Image Analysis
Algorithms to Mitigate Dataset Imbalance
Uncertainty Estimation Related to Skin Image Analysis
Application Workflows for Skin Image Analysis
Robustness to Bias from Clinical and User-Originating Photography

The workshop will give out 2 awards towards paper submissions:

Best Paper Award: $4,000
Honorable Mention: $2,000

Judging will be carried out by the workshop chairs according to paper reviews, quality of research, potential impact, and novelty.

To submit a paper, and to learn about available datasets for research, please visit the workshop website at the following address: http://workshop2019.isic-archive.com/

Important Dates

Submission of full-length papers: April 2, 2019 (23:59 EDT)
Notification of acceptance: April 16, 2019
Submission of camera-ready papers: April 23rd, 2019
Workshop@CVPR 2019: June 17th, 2019

Workshop Organizers

M. Emre Celebi Ph.D. (University of Central Arkansas, Arkansas, USA)
Noel C. F. Codella Ph.D. (IBM Research, New York, USA)
Kristin Dana Ph.D. (Rutgers University, New Jersey, USA)
Allan Halpern M.D. (Memorial Sloan Kettering Cancer Center, New York, USA)
Philipp Tschandl M.D. Ph.D. (Medical University of Vienna, Vienna, Austria)

Steering Committee

Rogerio Feris Ph.D. (IBM Research, New York, USA)
Anthony Hoogs Ph.D. (Kitware, New York, USA)
John R. Smith Ph.D. (IBM Research, New York, USA)
Harald Kittler M.D. (Medical University of Vienna)