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AI in medical Science, Why are we here? - Coggle Diagram
AI in medical Science
Scopes
Imaging
NLP based methods
Health care systems
Biomedical signals and measurement based
General Misc Medical Data
Prerequisites
Medical Imaging
Machine Learning
Statistical Concepts
Deep learning
Signal Processing, specially DSP and discrete signals
What Should I do
Start with Basic ML or brush up the concepts if it's sketchy
Understand DEEP LEARNING, especially The CNN based architectures( used for analyzing images)
Take some basic medical AI application-based courses or read some books or articles, play with some data sets, such as you should be able to know how to process brain MRI images, how to perform segmentations , how to detect lesions.etc
Read some basic papers, start with the survey papers we presented to get the idea of how AI is used in medical sectors and healthcares too
Pick up projects, research topics or even participate in some excellent Kaggle competitions based on medical data. You can even practice your skills as there are some archived competitions with good datasets in Kaggle
Biomedical Signal Processing based track
Why are we here?
To Build a community
To learn and progress as a team
To participate in competitions contests
To inspire and be inspired