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Skin Lesion Classification

3 papers with code · Medical
Subtask of Skin

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Data Augmentation for Skin Lesion Analysis

5 Sep 2018fabioperez/skin-data-augmentation

In this work, we investigate the impact of 13 data augmentation scenarios for melanoma classification trained on three CNNs (Inception-v4, ResNet, and DenseNet).

DATA AUGMENTATION SKIN CANCER CLASSIFICATION SKIN LESION CLASSIFICATION

Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting

7 May 2019ngessert/patch-lesion

The first problem is the effective use of high-resolution images with pretrained standard architectures for image classification.

IMAGE CLASSIFICATION SKIN LESION CLASSIFICATION

WonDerM: Skin Lesion Classification with Fine-tuned Neural Networks

10 Aug 2018YeongChanLee/WonDerM_ISIC2018_SkinLesionAnalysis

As skin cancer is one of the most frequent cancers globally, accurate, non-invasive dermoscopy-based diagnosis becomes essential and promising.

SKIN LESION CLASSIFICATION