Shantam, you're working in a really important area. This has been an active area of research for over 3 decades and has only increased in interest with the proliferation of smartphones. I recommend you search on arXiv for the most recent papers to see what others are doing in the field and on Google Scholar for some of the survey papers that discuss the current crop of apps doing similar things.
Because of the difficulty and expense of getting FDA approval for such an app, an approach which is gaining in popularity is Content Based Image Retrieval (CBIR) which simply shows users similar images with their diagnoses and letting the user decide what they might have and what course of action to take. This avoids making any kind of recommendation which is a trigger for regulatory oversight.
If you haven't used it yet, you should look at the ISIC Archive for a dataset of over 23K labeled images. Granted, these are demoscopy images and not "clinical" images (the kind you would get with a smartphone) but it's a fantastic way to practice applying machine learning ideas to skin images.
All the best...
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Tracy Petrie
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Original Message:
Sent: Thu February 13, 2020 12:32 PM
From: shantam sultania
Subject: How can Artificial Intelligence help Healthcare - Health and AI
AI indeed is changing the viewpoint of many in the field of Health Care
just a brief of a project which I am trying to build called Skin Buddy
a mobile application where people can use their phone camera to scan the area of the infected reason of the body and can get a detailed report on what it is and possible solutions
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shantam sultania
Original Message:
Sent: Fri February 07, 2020 08:13 PM
From: Alisson Kalel
Subject: How can Artificial Intelligence help Healthcare - Health and AI
One of the most noble application of AI is health, in my opinion. That's what brought me to change are in the IT world.
I have already seen several amazing projects out there. But i would like you to "hear" from you all. Just use your imagination and tell your possible ideas when it comes to AI and Health.
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Alisson Kalel
Nutrition and Fitness Expert
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