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Liver segmentation and disease detection machine learning project using pytorch and Monai

₹600-800 INR

Closed
Posted about 2 months ago

₹600-800 INR

Paid on delivery
I'm embarking on an ambitious project aiming to leverage the power of machine learning for outcome prediction, specifically utilizing image data. My goal is to create a system capable of analyzing visual information and predicting future outcomes based on this data. The project is at a planning stage, and I'm exploring potential processes - whether real-time processing is a necessity or if batch processing can achieve the desired results. Project- Liver Segmentation and disease detection in liver using pytorch and Monai I want all the files including datasets and code files. And a video about how to download source code and run the project on my laptop. **Key Requirements:** - **Expertise in Machine Learning:** You must have a solid understanding of machine learning algorithms suitable for prediction tasks. - **Experience with Image Data:** Proficiency in handling and processing image data for machine learning applications is essential. - **Real-time vs Batch Processing:** While I'm open to suggestions, the ideal candidate will have experience with both real-time and batch processing methods and can recommend the best approach for this project. - **Problem-Solving Skills:** Ability to identify the most efficient algorithms and techniques for predicting outcomes from image data. **Nice to Have:** - Prior projects involving outcome predictions based on visual inputs. - Knowledge of Python, PyTorch and Monai I'm looking for a freelancer who can guide me through the decision-making process on real-time versus batch processing and help develop a robust predictive model. Your input will be invaluable in shaping the direction of this project.
Project ID: 37792711

About the project

8 proposals
Remote project
Active 20 days ago

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8 freelancers are bidding on average ₹912 INR for this job
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Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!
₹700 INR in 7 days
5.0 (46 reviews)
5.2
5.2
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I can develop model to do Liver segmentation and disease detection machine learning project. I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ Object-Oriented Programming (OOP) in python ◈ R programming ◈ Jupyter notebook and Google Colab ◈ Data structures and Algorithms ◈ Web development with frameworks such as Django, Flask, and Streamlit and others ◈ Machine learning, deep learning, and Artificial Intelligence ◈ Database integration, including SQL and NoSQL ◈ Data analysis and visualizations ◈ Text processing and natural language processing, Tokenization ◈ Debugging and troubleshooting ◈ Functional programming ◈ Tkinter I hope I'm a good candidate for your project. I will deliver your project on time with quality assurance at affordable price. Please message me so that we can discuss more about your project.
₹1,500 INR in 2 days
5.0 (14 reviews)
3.5
3.5
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Hello, Going through the detail we are very much interested to discuss further. We are currently undergoing a development where the objective is to detect tumour from MRI scans. We have decided to use CNN 3D model for detection. Looking through your detail we will be glad if we can discuss further on the development. About Us: We are a small group of data scientist started our own consulting firm after being in the IT sector over the last 15 years. We look forward to hear from you to discuss further. Regards Dhruba
₹700 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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I propose to develop a Liver Segmentation and Disease Detection project using PyTorch and MONAI, delivering cutting-edge medical imaging solutions. With advanced algorithms, this project ensures accurate segmentation and detection. To expedite the process and showcase commitment, a 50% advance payment will significantly support the project's initiation. Let's embark on this transformative journey together, blending innovation with financial prudence.
₹700 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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Overview: The project aims to develop a robust machine learning model using PyTorch and MONAI for accurate liver segmentation and disease detection in medical images. Objectives: 1. Accurate liver segmentation to isolate liver regions from medical images. 2. Disease detection within segmented liver areas, including cirrhosis, hepatocellular carcinoma, and fatty liver disease. 3. Performance optimization through model fine-tuning and evaluation. 4. Evaluation of real-time versus batch processing for the application. Technical Requirements: - Proficiency in Python. - Expertise in deep learning algorithms, PyTorch, and MONAI. - Experience in medical image preprocessing and evaluation metrics. Deliverables: 1. Trained segmentation model. 2. Disease detection model. 3. Comprehensive documentation and video tutorial for project setup and execution. Timeline: - Data collection and preprocessing: Weeks 1-2. - Model development and experimentation: Weeks 3-6. - Training and optimization: Weeks 7-8. - Documentation and video tutorial preparation: Weeks 9-10. - Final testing and delivery: Week 11. Budget and Payment Terms: - Budget to be negotiated based on scope and deliverables. - Payment terms to be agreed upon, possibly milestone-based. Additional Notes: - Collaboration with medical professionals may enhance model validation. - Contact me for inquiries or proposals.
₹700 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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Upon reading about your liver segmentation and disease detection project, I'm thrilled to bring my Data Science master's insights into play. Specializing in machine learning and image data, I'm well-equipped to navigate the complexities of your project. I been working on different freelance platform for past 5 year and worked a lot on many research based projects and helped in publishing multiple papers. I understand the critical decision between real-time and batch processing and am ready to guide you towards the optimal choice. I'll guide in every way possible so that u can achieve your task easily.
₹1,200 INR in 1 day
0.0 (0 reviews)
0.0
0.0
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Hello Sir, I hope you are doing well. I will be able to help you with your project. I read through the description and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Python, Software Development, Machine Learning (ML), Recommendation Systems and deep learning (NLP, Computer vision) in both Tensorflow and Pytorch. I have good experience developing and implementing segmentation models for this kind of project. As a next step, I would like to discuss some further questions with you, over the chat. I am looking forward to working with you and if you have any further questions I would be happy to answer them. Best regards, Nada
₹1,000 INR in 4 days
0.0 (0 reviews)
0.0
0.0

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Flag of INDIA
Bareilly, India
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Member since Jul 2, 2020

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