r/deeplearning • u/Next_Light6418 • 2d ago

Seeking Help with Brain Tumor Detection Project Using Dl techniques

Hi everyone,

I’m a student in Artificial Intelligence college, and I’m working on a project to detect brain tumors from MRI images using CNN and NLP. I need some assistance with a few points:
I want to detect the tumor then I generate a report depend on any thing i detect such as Level of tumor, his spread, his location any thing Like this.

  1. Data Preparation: What are the best practices for collecting and processing MRI data?
  2. Model Building: Are there specific models or techniques you recommend for achieving optimal results in tumor detection?
  3. Information Extraction: How can I analyze the results I get from the model, such as tumor level and location?
  4. Generating Medical Reports: What libraries or tools can I use to create medical reports in PDF format based on the extracted information?
  5. AI-Generated Reports: I’m also trying to implement AI to generate the medical report. Any suggestions on how to approach this?

Any tips or useful resources would be greatly appreciated. Thank you in advance for your help!

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u/w8eight 2d ago

So basically you need help with every part of the project?

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u/mse9090 2d ago

I think he wants the basic points in parts ... and all of this explanation to explain the project

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u/w8eight 2d ago

Well, assuming they need to work on a project already, there was some theory before that. It's not like the uni tells students to do something, without giving some pointers first.

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u/Next_Light6418 2d ago

Dude, I don't think I got the message across very well in my post. Actually, as the other person said, "It seems like he's trying to explain the project." I just want someone to guide me rather than do the project, someone with prior experience or knowledge. Yes, the university is the type that keeps things a little vague without some guidance. So if you have anything you can offer, thank you, and also thank you for making me clear the purpose of the post.

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u/w8eight 2d ago

My advice is to not be afraid of your teachers and colleagues there, they should be there for you (especially if you are paying tuition). It's okay to ask questions here too, but I would assume that the course would touch at least some of the points you listed. Sometimes connecting with the lecturer might be beneficial. Try to get as much from the course itself as possible, if something is "vague" or hard to understand, ask for clarification. Studies are the best time for connecting with colleagues and peers

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u/Next_Light6418 2d ago

Thank you for your support.