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Skin Cancer Classification

4 papers with code · Medical
Subtask of Cancer

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Greatest papers with code

Knowledge Transfer for Melanoma Screening with Deep Learning

22 Mar 2017learningtitans/isbi2017-part3

Knowledge transfer impacts the performance of deep learning -- the state of the art for image classification tasks, including automated melanoma screening.

IMAGE CLASSIFICATION SKIN CANCER CLASSIFICATION TRANSFER LEARNING

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

Deep neural network or dermatologist?

19 Aug 2019KyleYoung1997/DNNorDermatologist

We show that despite high accuracy, the models will occasionally assign importance to features that are not relevant to the diagnostic task.

SKIN CANCER CLASSIFICATION