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Reseach Article

Intelligent Mirror: Detecting Skin Cancer (Melanoma) using Convolutional Neural Network with Augmented Reality Feedback

by Pratap Salunkhe, Vishal Mehta
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 154 - Number 6
Year of Publication: 2016
Authors: Pratap Salunkhe, Vishal Mehta
10.5120/ijca2016912149

Pratap Salunkhe, Vishal Mehta . Intelligent Mirror: Detecting Skin Cancer (Melanoma) using Convolutional Neural Network with Augmented Reality Feedback. International Journal of Computer Applications. 154, 6 ( Nov 2016), 4-7. DOI=10.5120/ijca2016912149

@article{ 10.5120/ijca2016912149,
author = { Pratap Salunkhe, Vishal Mehta },
title = { Intelligent Mirror: Detecting Skin Cancer (Melanoma) using Convolutional Neural Network with Augmented Reality Feedback },
journal = { International Journal of Computer Applications },
issue_date = { Nov 2016 },
volume = { 154 },
number = { 6 },
month = { Nov },
year = { 2016 },
issn = { 0975-8887 },
pages = { 4-7 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume154/number6/26493-2016912149/ },
doi = { 10.5120/ijca2016912149 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:59:29.496329+05:30
%A Pratap Salunkhe
%A Vishal Mehta
%T Intelligent Mirror: Detecting Skin Cancer (Melanoma) using Convolutional Neural Network with Augmented Reality Feedback
%J International Journal of Computer Applications
%@ 0975-8887
%V 154
%N 6
%P 4-7
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Human: Is that mole developing on the face leads to some risk towards the skin? Mirror: Yes. Human: I don’t know if I was not aware of the fact until now. Mirror: Shall I go ahead and fixup an appointment with the dermatologist on this weekend: Saturday 11am? Mirror: Sounds Good! Please check your email the appointment confirmation. In this paper we propose a system (a health mirror) an application of internet of health (IOH) which monitors the sun exposed parts of the human body, pulls the attention of the user if it detects something and recommends to see the doctor and also has the capability to classify the type of skin cancer (if detected) using the current state-of-art convolutional neural network in deep learning.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Convolutional Neural Network - CNN