Brain Tumor Detection using Convolutional Neural Network

Part of the ECE 542 Virtual Symposium (Spring 2020)
In order to improve human judgement in diagnosis advent of new technology into health care can be witnessed. An entrance of computer vision into diagnosis would reduce human error in judgment. For example, examining MRI results for brain related ailments requires extremely high concentration and wrong judgement would be catastrophic. The MRI scans are capable of identifying even the smallest aberrations in the human body. Here we train a model to specifically identify these tiny aberrations from MRIs and predict presence of a tumor with high accuracy. Convolutional Neural Network (CNN) is one of the most effective techniques for this problem statement. Thus using image preprocessing and transfer learning using VGG16, we built a highly reliant and robust model to solve this problem.
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[@supriyanaik316]

Are these MR images in jpg format for input????can you please share the code??

[@kaustubhkapare807]

My doubt is how can you claim your accuracy? if at a particular cross section...if a person form that him/herself doesn't know what the ground reality is?

[@shubhamdhoke7239]

sir can you plz share the python code of this project.?

[@parthopratimsaha7121]

will you kindly provide the'dateset'? it will be really helpful for those students who have just started learning CNN.

[@md.ashafuddularazon2591]

Didn’t you see? In the slide he already provided the dataset link. It's downloaded from kaggle.

[@awaisahmad5908]

Kaggle
Source has been mentioned in bottom

[@LittleWnders]

can we implement through XGBoost ?

[@shaikhamirulislam6027]

would you please provide the document file ,,it will be helpful

[@ramu4669]

Dear pls provide the the data set which you have used

[@adarshganesh9475]

sir can u please provide us the data set which u have used

[@mohanavamsikalangi2549]

can i get the documents and code for the project it is the topic of my final project

[@SwarnaliMollickA]

can you please share the code? I need this for my final yr project

[@selfimprove-ll6lm]

Did you find the code ?

[@shubhampatil1806]

plz share code and doc

[@angelinaarmy3761]

​@shubhampatil1806 I need the codes too did you find anything ???

[@purvaghade4944]

Can you please share the code?

[@selfimprove-ll6lm]

Did you find the code ?

[@shubhampatil1806]

@@selfimprove-ll6lm Did u find the code

[@Anuradha-zk2ys]

@@selfimprove-ll6lm do you have the code?

[@sadatrafsanjani]

I can write it for you free​@@Anuradha-zk2ys

[@Prashanth20039]

Did u find code bro​@@Anuradha-zk2ys

[@sravani.kanneluri8113]

sir can u please share the code for this?

[@aissabelmeguenai5356]

Can you please share the Matlab code source.

[@taemin3315]

I have to do this project in matlab. Can you kindly provide me the code with explanation?

[@angelinaarmy3761]

Same. Btw do you still have the codes if you did it ?? Please I need help 🥺

[@taemin3315]

@@angelinaarmy3761 sorry I don't have it now😅

[@Prashanth20039]

​@@angelinaarmy3761same situation now did you got it

[@fleurykasongombolela2397]

please can you provide the matlab code?

[@selfimprove-ll6lm]

Did you get the code ?

[@angelinaarmy3761]

​@selfimprove-ll6lm hi ..has anyone sent you the code ??

[@yusrakhan3257]

Can we have a conversation regarding this context through email ?

[@saitehith6647]

please can you share the code

[@actace2514]

Can you share the code? i'm interested in this topic for my final project

[@zanoirfan9368]

i also wanna do it for my FYP can you tell me the details

[@viane123456]

@@zanoirfan9368 You have to pay for code nothing is free in this world fully

[@MLDawn]

Any chance you released the code?

[@selfimprove-ll6lm]

Did you find the code ?

[@The_girly_diaries]

find the code?@@selfimprove-ll6lm

[@anuragkumar08]

can you share the ppt with us

[@ShruthiGopi]

still improvement is need. do it again

[@هبهاحمد-س2م5خ]

did you have this code?
I need it in my project

[@The_girly_diaries]

you got the code?@@هبهاحمد-س2م5خ

[@Anuradha-zk2ys]

@@هبهاحمد-س2م5خ did you find the code

[@Prashanth20039]

Mam did you have code

[@nuthalapatisudha1348]

Can you please share the code it's very urgent

[@priyankaballa4052]

Python code for this project please?

[@Prashanth20039]

Did you got the code

[@bimalhalder19]

please can you share this code i want it very important in my project in final year project.

[@parvathyparvathy3274]

Please share code and dataset

[@Vishal-ek6di]

Please share the code 🙏

[@Prashanth20039]

Bro did you got the code

[@sridharkamutam7567]

Can you send the source code please

[@selfimprove-ll6lm]

Did you find the code ?

[@ism_9648]

please can you share this code i want it very important in my project in master

[@yacers2628]

did u get it bro?

[@ism_9648]

@@yacers2628 yes of course

[@ism_9648]

@@yacers2628 my email [e-mail]

[@shashireddy7371]

Could you please share research paper and code link @ [e-mail]

[@yhakasper1000]

@@ism_9648 can you share this code please.. [e-mail]

[@mirakaddour2753]

can u share a code

[@harinirk3365]

sir can you plz share the python code for this project?

[@CSEcgowthamsaireddy]

did u have this code ?

[@rehamshak6327]

sir can you plz share the python code for this project?

[@selfimprove-ll6lm]

Did you find the code ?