Science Projects with AI
Artificial Intelligence can be used for all sorts of science projects. Below are some of the projects that we have done (and you can do also!). We have added projects by type (Healthcare, Environment, etc.) Next to each project, we have also listed the types of data (for example, images, tabular data, etc.) that were used. We have also listed the types of AIs that I used (machine learning, deep learning etc.)
​
If you would like to try any of these projects, please click on them and you will be taken to a page that describes the project in more detail. We are also putting together a github repository for each one. If you need any more information about any of the projects, please contact us at the email below!
Alzheimer's
In this sample project, we can forecast whether a patient will eventually develop Alzheimer's - using a combination of phenotype data, doctor's notes, and brain scans. By combining this information, we can create a Multi-Modal AI to forecast Alzheimer's risk. Link coming soon!
​
Category: Healthcare
Data: Tabular and Image
AI Types: Machine Learning, Deep Learning, Ensembles
Read COVID-19 Tests
COVID-19 tests can be hard to read! We assembled a dataset of COVID test results and then trained a deep learning classifier to detect the outcome of the test. Link coming soon!
​
Category: Healthcare
Data types: Images
AI type: Deep Learning
Forecasting CO2
Using CO2 history data, particulate data and machine learning, we can forecast CO2 and predict the level of CO2 from other data points (like humidity and particle density). Link coming soon!
​
Category: Environment
Data: Tabular
AI Types: Machine Learning
