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A deep skin cancer classification approach using image and structured information | IEEE Conference Publication | IEEE Xplore

A deep skin cancer classification approach using image and structured information


Abstract:

In this paper we describe an approach to implement a hybrid skin cancer detection machine learning model that uses the combination of two models. The final concatenated m...Show More

Abstract:

In this paper we describe an approach to implement a hybrid skin cancer detection machine learning model that uses the combination of two models. The final concatenated model makes prediction based on the information it gains from the two models. The first model being the Convolutional Neural Network model that learns from the image’s dataset and the second Artificial Neural Network model that learns from the textual data associated with the images. Hence the final concatenated model uses these models to make predictions.
Date of Conference: 17-20 November 2022
Date Added to IEEE Xplore: 24 April 2023
ISBN Information:
Conference Location: Niagara Falls, ON, Canada

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