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Intelligent Mirror: Detecting Skin Cancer (Melanoma) using Convolutional Neural Network with Augmented Reality Feedback
| 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
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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- DenseCap: Fully Convolutional Localization Networks for Dense Justin Johnson*, Andrej Karpathy*, Li Fei-Fei Stanford University
- Deep Fragment Embeddings for Bidirectional Image-Sentence Mapping, Andrej Karpathy, Armand Joulin, Li Fei-Fei. Stanford University
- ImageNet Large Scale Visual Recognition Challenge, Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei.Stanfprd University.
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