ISIC Skin Image Analysis Workshop and Challenge @ MICCAI
摘要截稿:
全文截稿: 2018-06-11
开会时间: 2018-09-20
会议难度:
CCF分类: 无
会议地点: Granada, Spain
Overview
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 a 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. 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, as well as host a melanoma detection challenge, raising awareness and interest for these socially valuable tasks. Invited speakers include (confirmed) major influencers in computer vision and skin imaging, top ranked participants of the hosted challenge, and accepted papers on skin image analysis.
Topics of manuscript submissions may include:
-Deep Learning for Dermatology
-Computer Vision for Dermatology
-Dermoscopic Image Analysis
-Consumer-Grade Photograph Analysis
-Video Analysis
-Video or Image Processing
-Total-Body Photography
-Confocal Microscopy Analysis
-Optical Coherence Tomography (OCT) Analysis
-Skin Histopathological Image Analysis
-Other Imaging Modalities Related to Skin
-Interpretable or Explainable AI Related to Skin Image Analysis