AIDEx - An Open-source Platform for Real-Time Forecasting Sepsis and A Case Study on Taking ML Algorithms to Production.
Fatemeh AmrollahiSupreeth Prajwal ShashikumarPradeeban KathiraveluAshish SharmaShamim NematiPublished in: EMBC (2020)
Keyphrases
- real time
- learning algorithm
- orders of magnitude
- theoretical analysis
- dynamic programming
- optimization problems
- computationally efficient
- data structure
- computational complexity
- computational cost
- short term
- weather forecasting
- recently developed
- production system
- machine learning algorithms
- maximum likelihood
- low cost
- worst case
- significant improvement
- case study
- decision trees