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Brain tumor Prediction using MRI scans
A WEB ENABLED SYSTEM TO PREDICT BRAIN TUMOR IN PATIENTS FROM THEIR MRI SCANS link - braintumor-prediction-grumpy-gecko-yo.cfapps.io
Created on 9th May 2020
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Brain tumor Prediction using MRI scans
A WEB ENABLED SYSTEM TO PREDICT BRAIN TUMOR IN PATIENTS FROM THEIR MRI SCANS link - braintumor-prediction-grumpy-gecko-yo.cfapps.io
The problem Brain tumor Prediction using MRI scans solves
In rural and remote areas we don't have easy availablity of radiologist and doctors so using our web enabled system patients can be tested for tumor only their MRI scans is required and our model will predict whether patient has tumor or not.
Challenges we ran into
biggest challenge is for the data, we had quite less amount of data so we used image augmentation methods to solve the problem also one of the challenge was deploying the model into productions so for it we chose to use pivotal web services as they have free trial so it was pretty efficient as well.
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