Online Course
A Guided Project of excellence by MCOVISION ...
Medical education
Extensive knowledge of oncology, intervention by a renowned professor of medicine, medical imaging applied to breast cancer, diagnosis of benign and malignant tumours on breast ultrasound and mammography
Computer courses in Data Science
Lessons on neural networks, programming algorithms in Python, semi-automatic annotation exercise using Fast Marching, training an AI model, deploying a model using a FLASK API, and more.
Degree
At the end of the course, each will receive a certification diploma, testifying to their expertise in tumour segmentation using deep learning, and opening the way to new professional and academic opportunities.
Your Teacher
Jonas ZAOUI
Data Scientist specialising in medical imaging
Hello ! I'm Jonas, and I'll be joining you for this guided project.
After a degree in mechanical engineering and mathematics, I specialised in Deep Learning applied to medical imaging. I'm passionate about developing AI models at MCOVISION to make the work of practitioners easier.
I hope you're ready to get started !
Skills acquired
Computer Vision
You will gain a thorough and practical understanding of computer vision. You will acquire essential skills for processing and analysing visual data, opening the door to an impressive range of applications.
Tools used : OpenCV, Matplotlib
Deep Learning
You will learn how to choose a model architecture for your project, how to optimise it, how to calculate results metrics ...
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Tools used : Python, PyTorch, Numpy, TensorBoard, Seaborn, Albumentations, Scikit-Learn
Medical Imaging
In medical imaging, the different imaging techniques will be discussed, as well as how to diagnose breast cancer.
Deployment with Application
In the production part of our course, you will benefit from invaluable hands-on experience. You will learn how to deploy their Deep Learning models in real-world applications using Flask, a popular Python web framework.
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Tools used : Linux, Flask, Docker
Ready to start ?
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Dive into the future of medicine with our cutting-edge training in tumour segmentation using Deep Learning. Our programme will guide you through every step, from data acquisition and annotation, to model training and deployment.
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This course will open the doors to an exciting and highly rewarding career in healthcare, where innovation and technology meet compassion and patient care. Don't miss out on this opportunity!
Speech by a Professor
Speech by Professor Jean Denis- Laredo (Head of Radiology, Hôpital Lariboisiere), on the use of AI in healthcare
Our offers
2
Expert IA Masterclass
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Courses in Deep Learning and Medical Imaging with knowledge exercises
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Professional project based on a concrete clinical case
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Access to the Python programming notebook
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Professional certification
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Semi-automatic annotation exercise
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Programming a neural network from scratch
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Access to a Mcovision Slack forum where our experts will answer your questions about the project (1month)
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Access to a competition Kaggle
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30-minute Live ProBoost session to boost your professional profile