Increasing Deep Learning Melanoma Classification by Classical And Expert Knowledge Based Image Transforms

@article{Vasconcelos2017IncreasingDL,
  title={Increasing Deep Learning Melanoma Classification by Classical And Expert Knowledge Based Image Transforms},
  author={Cristina Nader Vasconcelos and B{\'a}rbara Nader Vasconcelos},
  journal={CoRR},
  year={2017},
  volume={abs/1702.07025}
}
Skin cancer is a major public health problem, as is the most common type of cancer and represents more than half of cancer diagnoses worldwide. Early detection influences the outcome of the disease and motivates our work. We investigate the composition of CNN committees and data augmentation for the the ISBI 2017 Melanoma Classification Challenge (named… CONTINUE READING