POTENTIAL PROJECT IDEAS
Medical Calculators :
Can you think of any ways to improve existing calculators or predictive algorithms?
E.g. : https://www.mdcalc.com/pregnancy-due-dates-calculator
Applied Statistics :
How can we use math and programming to better understand disease?
E.g. : https://rviews.rstudio.com/2020/03/19/simulating-covid-19-interventions-with-r/
Open Source Hardware :
Can we modify or implement existing medical devices to improve access to care?
Medical screening with AI :
How can we leverage big medical datasets to improve disease screening?
Informational Websites for Patients and Providers :
Where are there gaps in access to knowledge, and how can we address this?
E.g. : https://www.mybpclinic.com
GENERAL HACKATHON RESOURCES
Resources for Beginner Hackers:
limited free courses, option to try for free
Cheat sheets at https://www.codecademy.com/resources/cheatsheets/all
GPU Access:
APPLICATION BUILDING RESOURCES
Mobile Apps:
Swift UI tutorial: https://www.raywenderlich.com/4919757-your-first-ios-and-swiftui-app
Xcode guide: https://learnappmaking.com/xcode-tutorial/
Android
Web Apps:
DATA SCIENCE CONTEST RESOURCES
Deep Learning for Imaging:
PyTorch Transfer Learning tutorial: https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html
Tensorflow Image Classification tutorial: https://www.tensorflow.org/tutorials/keras/classification
Image Classification tutorial: https://www.analyticsvidhya.com/blog/2019/01/build-image-classification-model-10-minutes/