Trying to do an AI project and needs some help in getting started.
Trying to build an AI Machine learning based small project that will help in recognizing brain scans of Alzheimer patients and try to identify the stages in which they are in - initial, medium and advanced stages of Alzheimer.
We have got a library of brain scans from a public site and the program should identify and figure out which ones are in which stage and give some predictions.
Once this is done then the program has to have some sort of machine learning algorithm which will predict the future of a patient looking at any brain scan and predict the probability of the person getting Alzheimer.
1. Teach the software to identify the 3 different type of brain scans
2. Program software to observe the amyloid/tau plaques from the MRI/PET scans
3. Keep teaching program, by running 25 of each type of brain scans to software
● Python 3.7.0
● SciKit-Learn 0.21
● TensorFlow 2.0
● Access to brain scans of 45 healthy, 45 MCI, and 45 extreme Alzheimer's brains: (MRI and PET showing amyloid and tau protein deposits):
The researcher will observe the percentage that the program is able to classify brain scans into the three different categories. This will be done by feeding the program different, new, scans and asking it to identify if the scan is a healthy brain, MCI, or extreme brain. If the correct scan identification percentage is marked high, then the researcher will furthermore the research. The next step is asking the program to identify if a brain scan will receive Alzheimer's in the future. This will be proven from a followed long-term study. The researcher will make sure to visualize the percentages successfully predicted through charts and graphs. Thus on the success of the experiment, the program will be proven as a great tool to neurologists to predict if one receives Alzheimer's.
29 pekerja bebas membida secara purata $292 untuk pekerjaan ini
Hello, I have read the details provided and i am positive i can provide quality work,please contact me to discuss more on the project deadline and some other few things
It’s a classic usecase in computer vision. After seeing the data, maybe more work is needed to hand design the features or some transfer learning is needed. Many things need to be done apart from them.