Brain CT Image Segmentation Using Fuzzy-Based Unsupervised ML

Hi, My name is Seyed Amirreza, an AI expert with extensive experience in machine learning, Python, image processing and video processing. I have almost 4 years of experience in Machine Learning/Deep Learning algorithms. I can implement various types of Artificial Intelligence, Bayesian Networks, Deep Networks, and other algorithms including yours with Python (using scikit-learn, TensorFlow and Pytorch). I have worked some well-known models like, YOLO, RCNN, FastRCNN, Faster-RCNN, U-net(including different backbones; resnet, pspnet), Deeplab (v1, v2, v3, v3+ versions), and etc. Also, I have done artificial intelligence algorithms including, computer vision, GAN (DCGAN, CGAN), segmentation models (U-net, Deeplab) and etc, with Python. My track record of success with similar projects is proof that I can deliver results quickly and accurately. Please feel free to contact me if you have any questions or would like more information about me or my skills. I can provide the requirements with minimum time and cost.

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,SQL, MERN stack, Django, Flask, Machine Learning (ML) and deep learning in both Tensorflow and Pytorch, NLP, Object Detection, OpenCV,Reinforcement Learning, TIME SERIES FORECASTING. Project List Object Detection algorithms(MASK RCNN , Faster RCNN. SSD, YOLO all variants) used for various projects created 3d maskRcnn for CT scan data for lung nodule customized yolo for wheat grain defect detection more than 300+ grains in single image traffic count along with all direction, Included four way as well segformer for sattelite data segmentation. yolo based card game site website analyzer working with non rgb dataset, advance mask detection with saftey and privacy measures scene graoh generation based on yolo CNN project list. ODIR recognition(competative results) Leaf disease detection android app Medicle related projects lung cancer nodule as mentioned abobve edema detection(paper implementation) oDIR recognition working with X_ray images other projects stable diffusion time series forecasting we have worked on lot of projects including all the above projects I am looking forward to working with you and if you have any further questions I would be happy to answer them. Best regards

Hii there ! With a solid foundation in algorithm design, statistics, machine learning, and data mining, I'm equipped to tackle the complexities of your project. My expertise in crafting efficient algorithms ensures optimized solutions for your data processing and analysis needs. I leverage advanced statistical techniques to derive actionable insights from your data, enabling informed decision-making and strategy formulation. Using state-of-the-art machine learning algorithms, I develop predictive models to forecast trends, classify patterns, and drive business outcomes. Data mining is my forte, and I excel at uncovering hidden patterns, correlations, and anomalies within large datasets to extract valuable knowledge. I'm committed to delivering scalable and robust solutions that adapt to evolving data landscapes and business requirements. My track record includes successful implementations of machine learning solutions across diverse domains, from finance and healthcare to e-commerce and marketing. I prioritize data privacy and security, ensuring compliance with regulations and industry standards to safeguard sensitive information. I work closely with stakeholders to understand their objectives and tailor solutions that align with their goals and exceed their expectations. I’m sure I will complete this task within the given time period. Eager to work on this project . Waiting for your response. Let’s do it

⭐ Hello, I have checked your requirement for AI/ML Developer for brain image segmantion.. We are a highly skilled data scientist, AI/ML developer with expertise in predictive modeling, statistics, and machine learning, analytics specifically within Python Our experience with AI/ML, Data Science, and Python includes proficiency in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. - ML Toos: ChatGPT, Llama, Google Bard, OpenAI, Artificial Intelligence, - AWS SageMaker, AWS Bedrock, AWS Machine Learning Services, AWS AI Services - Azure Cognitive Services, Azure Bot Service, Azure QnA Maker, Azure Vision, Azure Document Intelligence, Azure OpenAI - Tableau, PowerBI - AI: Generative AI, Langchain, LLM, RAG - Artificial Intelligence, Machine Learning, Deep Learning, Chatbot We can start as soon as possible and work 20-40 hours weekly. We look forward to hearing from you soon. Thank you for your consideration.

With me, you won't have to compromise accuracy for speed. My expertise extends from web applications to AI systems, specifically Machine Learning where I have a strong background in unsupervised techniques –inclusive of fuzzy-based methodologies. One part of your project that truly caught my attention is the purpose, as an accurate diagnosis is heavily dependent on precise segmentation which my skillset thrives on. Moreover, my proficiency doesn't just stop at abstract experience; I have successfully delivered precise results for numerous projects, aligning with research standards. Combining my skills in ML and a dedicated approach backed by C++, Python and Matlab, I believe I can provide you with the moderately precise segmentation you desire. Lastly, as a freelancer who prioritizes timely completion and client satisfaction, our working relationship will be built on trust and open communication. I assure you that I am well aware of the medical standards involved in this tremendous project and with my proficiency in brain CT image segmentation; you can count on me to deliver reliable and consistent results for your research purposes. I look forward to contributing substantially to your project!

Hello! I am confident of your project with good experiences in ML/OpenCV/Python/Matlab. Let's discuss detail of your project via chatting. Sincerely. Le Huy.

We specialize in precise brain CT image segmentation, ensuring accurate disease diagnosis. With expertise in CT imaging and unsupervised machine learning, we deliver reliable results aligned with medical standards. Our research experience and adherence to guidelines ensure the quality and validity of our work. We offer a competitive timeline and budget, prioritizing collaboration and communication throughout the project. Let us contribute our skills to advance your research goals.

I'm ready to tackle your project with confidence. I have all the skills needed, my interest in the field of deep learning and computer vision has led me to actively engage in various projects, including COVID-19 stage prediction using segmentation classification approach, Medicinal Plant recognition etc. I have worked on projects involving the classification of COVID-19 Lung Dataset, containing 1550 Chest X-ray Images classified into 4 different stages of COVID19, and segmentation tasks using a Lungs dataset containing class masks and images totaling 6810 images.

I am an experienced AI professional specializing in computer vision, and I am excited to work on your project. I understand the importance of precise segmentation in diagnosing diseases using CT images, especially when it comes to brain imaging. Here's how I can assist you: Precise Segmentation: I will utilize advanced segmentation techniques to ensure accurate identification of abnormalities in brain CT images. My goal is to provide reliable and consistent results that meet your research needs. Quality Assurance: I will adhere to medical standards and practices to ensure that the segmentation results align with industry norms and are suitable for diagnostic purposes. Experience and Approach: With a proven track record in delivering moderately accurate results for research projects, I will apply a systematic approach to tackle this task efficiently and effectively. I am committed to delivering high-quality results that meet your expectations and contribute to the success of your project. I look forward to the opportunity to work with you and make a meaningful impact in the field of medical imaging. Thank you for considering my bid. Please feel free to reach out if you have any questions or would like to discuss further.