You will get robust AI/ML/DL models for accurate brain MRI analysis.
Project details
In this project, you will receive expertly developed AI/ML models tailored specifically for neuroimaging analysis. My extensive background in neuroimaging, combined with my experience in developing and deploying AI/ML models, sets me apart from others. As an incoming PhD student at Georgia State University, I bring a deep understanding of neuroimaging techniques and cutting-edge AI methodologies to your project. By choosing to work with me, you will benefit from my ability to translate complex neuroimaging data into actionable insights, ultimately driving impactful results for your research or clinical applications.
Machine Learning Tools
Keras, MATLAB, NLTK, NumPy, NVIDIA AI Platform, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, SQL, TensorFlow, Weka, Word2vec, XGBoostWhat's included $50
These options are included with the project scope.
$50
- Delivery Time 1 day
- Number of Revisions 1
- Number of Model Variations 1
- Number of Scenarios 1
- Number of Graphs/Charts 1
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
- Source Code
Optional add-ons
You can add these on the next page.
Additional Model Variation
+$15
Additional Scenario
+$15
Additional Graph/Chart
+$20
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MA
Mohammed A.
Oct 8, 2024
Neuroimaging Expert needed for fMRI Publication Review
About Mansoor
Expert Machine Learning Researcher for Drug Discovery & Protein Design
Lahore, Pakistan - 9:02 pm local time
I work mainly with Python, specifically, PyTorch, PyTorch Geometric, Transformers, Diffusers, CuDA, and Pandas, while using tools specific to computational biology, such as ESM, AlphaFold, RFdiffusion, and MD simulations. I am also experienced in training pipelines on high-performance computing (HPC) clusters and handling very large imaging datasets (typically hundreds of GBs of brain MRI and protein sequences).
With a focus on achieving tangible results, I am eager to collaborate with you. Let's begin by discussing your specific requirements and objectives, and together, we can embark on an exciting journey toward success. Feel free to reach out to me.
Steps for completing your project
After purchasing the project, send requirements so Mansoor can start the project.
Delivery time starts when Mansoor receives requirements from you.
Mansoor works on your project following the steps below.
Revisions may occur after the delivery date.
Assess and preprocess the data
I will assess the provided neuroimaging data and perform necessary preprocessing steps, such as exploratory data analysis (EDA), normalization, registration, and feature extraction, drawing from my experience with projects like Brain Age Estimation.
Select suitable model architectures
Based on your project goals and preferred techniques, I will select and customize appropriate model architectures (e.g., CNN, autoencoders, or Vision Transformers) for neuroimaging analysis.