Regression
Showing 1 - 10 of 20 results-
Recommendation Model
- Published on: November, 2020
- CitiusTech
Recommend focus measures for potential STAR rating goals per contract based on measure-level contextual information input by the user
-
Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease
- Published on: December, 2019
- Weicheng Zhu, Narges Razavian
- Code Available
Detecting Alzheimer’s in pre-symptomatic stages can play a crucial role in treating Alzheimer's patients.This model is an approach to predict Alzheim ...
-
Cut-off Projection
- Published on: November, 2020
- CitiusTech
Predict the STAR rating cut-offs for all measures and provide projected STAR rating for contracts.
-
Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals
- Published on: September, 2021
- Logan Ward, Chi Chen, Shyue Ping Ong
- Code Available
This repository represents the efforts of the Materials Virtual Lab in developing graph networks for machine learning in materials science. It is a wo ...
-
Provider Target Model – Clinical
- Published on: November, 2020
- CitiusTech
Provider target list for each measure based on gaps within focus measures that can be influenced by the provider
-
Forecasting model for scheduling and staffing workflow
- Published on: August, 2018
- CitiusTech
The forecasting model is developed to optimize the scheduling and the staffing workflow efficiency across facilities and sub-specialists. It forecast ...
-
Forecasting based approach for case volume prediction in a clinic
- Published on: June, 2018
- CitiusTech
A forecasting model which is used to enhance current case volume prediction for Anesthesia line of business is developed.
-
Compliance Rate Projection
- Published on: November, 2020
- CitiusTech
End of Year (EOY) score projection per contract per measure.
-
Live Population Health Report with Hospital Length of Stay prediction
- Published on: August, 2017
- Microsoft
- Code Available
Live Population Health Report with Hospital Length of Stay prediction is one of the applications of Population Health Management for Healthcare - A Co ...
-
ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information
- Published on: September, 2019
- Charles Bournhonesque, Christopher Ré, Suvrat Bhooshan, Jennifer Hicks, Eni Halilaj, Madalina Fiterau, Jason F...
- Code Available
In biomedical applications, time series data is frequently observed along structured information. ShortFuse, an approach where accuracy of deep learni ...