Does anyone know of any software/websites to use AI in the field of medical statistics?
I have a database of 2500 patients to analyse and it would be useful to be able to exploit AI.
Mauro Lombardo
Yes, there are several software and websites available that utilize AI in the field of medical statistics. Here are a few examples:
These are just a few examples, and there are many other software platforms and websites available that leverage AI in the field of medical statistics. It's always a good idea to thoroughly research and evaluate the features, capabilities, and data privacy considerations of any software or website before using it for medical statistics analysis.
Hey, one software that can give you a quick overview of the data and apply a whole set of standard algorithms is RapidMiner. Also, MatLab has an extensive catalog of algorithms that can be used for analysis. For a distributed analysis, however, one would implement a Python program that uses, for example, the Pandas, Sklearn, or Pytorch packages.
At the Institute for Artificial Intelligence in Medicine, we specialize in applying AI to medical data - we are always happy about new collaborations.
I think, you need to be clear about your aim. If your aim is clinical prediction (including diagnosis and prognosis), you can consider machine learning methods such as logistic regression (LR), random forest (RF), artificial neural network (ANN), support vector machine (SVM), etc.. If your goal is clustering, you can use K-means clustering, principal component analysis (PCA), and other methods. If your data involves medical images, you can consider convolutional neural network (CNN).
You can use the R language, Python, or Matlab for software
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