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You will get Brain Tumor Segmentation with AI: A NIFTI-Based Approach

Essa G.Status: Offline
Essa G.
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Let a pro handle the details

Buy Machine Learning services from Essa, priced and ready to go.
Essa G.Status: Offline
Essa G.
Preview imagePreview imagePreview imagePreview imagePreview image

Let a pro handle the details

Buy Machine Learning services from Essa, priced and ready to go.

Project details

This project focuses on developing an AI-driven solution for brain tumor segmentation using NIFTI-format MRI scans. By leveraging deep learning techniques, such as U-Net architectures, the project aims to accurately identify and classify tumor regions into categories like "NOT TUMOR," "NECROTIC/CORE," "EDEMA," and "ENHANCING." The workflow includes loading and preprocessing medical imaging data, training robust neural networks, and evaluating performance with metrics like Dice Coefficient. With the ability to predict tumor segmentations on unseen datasets.
Machine Learning Tools
Keras, NumPy, OpenCV, Python, TensorFlow

What's included $500

These options are included with the project scope.

$500
  • Delivery Time 5 days
  • Number of Revisions Unlimited
    • Model Validation/Testing
    • Model Documentation
    • Data Source Connectivity
    • Source Code
Essa G.Status: Offline

About Essa

Essa G.Status: Offline
Chemist
Minneapolis, United States - 1:42 pm local time
Dedicated and detail-oriented chemist with a bachelor’s degree in chemistry and practical experience in organic synthesis and analytical techniques. Skilled in the design and conducting of experiments, particularly in reductive amination processes, and proficient in the use of advanced analytical equipment. Adept at literature review and experimental planning using SciFinder. Seeking to leverage analytical skills and scientific knowledge in a dynamic research environment.
Proficient in machine learning, including deep learning, building and training neural networks, and computer vision. Skilled
in data preparation, SQL, and BigQuery for data analysis, with experience in model development. Also skilled in prompt development and evaluating AI responses.

Steps for completing your project

After purchasing the project, send requirements so Essa can start the project.

Delivery time starts when Essa receives requirements from you.

Essa works on your project following the steps below.

Revisions may occur after the delivery date.

Project Approval

All the necessary review and revisions are completed.

Review the work, release payment, and leave feedback to Essa.