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adithya-s-k / World-of-AI

WORLD OF AI : An open-source repository for AI-based projects 🚀, from beginner to expert level, helping contributors start their journey in Artificial Intelligence and Deep Learning. Our projects provide hands-on experience to real-world problems👨‍💻. Join our community and contribute to the development of AI-based solutions 👥.
https://www.cognitivelab.tech/
MIT License
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[PROJECT PROPOSAL] Brain Tumor Classification using machine learning #194

Open joeadham opened 1 year ago

joeadham commented 1 year ago

Project Request

Creating multiple machine learning models to classify brain tumors given images of brain scans.

Field Description
About Models that help predict the brain tumor a person has
Github joeadham
Email yousefdhm@gmail.com
Label GSSOC'23

https://github.com/joeadham

Define You

Project Name

Brain Tumor Classification

Description

  1. Project: Brain tumour classification using machine learning for accurate diagnosis and early detection.
  2. Goals: Develop a robust model for precise classification, reducing diagnostic burden and enabling timely treatments.
  3. Outcomes: Improved accuracy in tumour classification, streamlined diagnostic workflow, and potential integration into clinical practice.

Scope

  1. Objectives: Develop a machine learning model for brain tumour classification, achieve accurate and early detection, reduce diagnostic burden, and improve decision-making for medical professionals.

  2. Deliverables: A robust machine learning model capable of accurately classifying brain tumours, streamlined diagnostic workflow, and potential integration into existing clinical systems.

  3. Constraints: Limited availability of annotated medical imaging data, computational resources, and adherence to ethical guidelines and privacy regulations in handling patient data.

Timeline

I have already worked on this project in my personal time, I can deliver it as soon as the issue is assigned to me

Video Links or Support Links

Dataset used: https://www.kaggle.com/datasets/masoudnickparvar/brain-tumor-mri-dataset

joeadham commented 1 year ago

Hi @miraj0507 @adithya-s-k! I have raised this issue. Kindly assign this to me. Thank you.