CVJul 17, 2018
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks
arXiv:1807.06466v110 citations
Originality Synthesis-oriented
AI Analysis
This addresses a domain-specific medical imaging task for healthcare applications, but appears incremental as it applies existing deep learning methods to a known challenge.
The paper tackled the problem of skin lesion segmentation for melanoma detection, achieving results validated on the ISIC Challenge 2018 dataset.
This paper summarizes our method and validation results for the ISIC Challenge 2018 - Skin Lesion Analysis Towards Melanoma Detection - Task 1: Lesion Segmentation