Deploying Machine Learning Algorithms for Predicting Risk of Readmission for Congestive Heart Failure (CHF) on Microsoft Azure
In this talk, we will share our learning and experiences for developing and deploying scalable machine learning algorithms for predicting risk-of-readmission for Congestive Heart Failure at one of our region’s largest healthcare provider Multicare Health System. We will reflect on the challenges we encountered in this journey over a period of 2.5 years, describe the opportunities for using Microsoft Azure for the problem, and lay out our future directions.
Speaker Details
Dr. Teredesai is an Associate Professor at the Institute of Technology at the University of Washington Tacoma and directs the Center for Data Science.
Mr. Hazel is the managing director of the center.
- Series:
- Microsoft Research Talks
- Date:
- Speakers:
- Ankur Teredesai, Senjuti Basu Roy, Vivek R Rao, and David Hazel
- Affiliation:
- UW Center for Data Science at Tacoma
-
-
Jeff Running
-
Series: Microsoft Research Talks
-
-
-
-
Galea: The Bridge Between Mixed Reality and Neurotechnology
Speakers:- Eva Esteban,
- Conor Russomanno
-
Current and Future Application of BCIs
Speakers:- Christoph Guger
-
Challenges in Evolving a Successful Database Product (SQL Server) to a Cloud Service (SQL Azure)
Speakers:- Hanuma Kodavalla,
- Phil Bernstein
-
Improving text prediction accuracy using neurophysiology
Speakers:- Sophia Mehdizadeh
-
-
DIABLo: a Deep Individual-Agnostic Binaural Localizer
Speakers:- Shoken Kaneko
-
-
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
Speakers:- Kai Zhen
-
-
Audio-based Toxic Language Detection
Speakers:- Midia Yousefi
-
-
From SqueezeNet to SqueezeBERT: Developing Efficient Deep Neural Networks
Speakers:- Sujeeth Bharadwaj
-
Hope Speech and Help Speech: Surfacing Positivity Amidst Hate
Speakers:- Monojit Choudhury
-
-
-
-
-
'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project
Speakers:- Peter Clark
-
Checkpointing the Un-checkpointable: the Split-Process Approach for MPI and Formal Verification
Speakers:- Gene Cooperman
-
Learning Structured Models for Safe Robot Control
Speakers:- Ashish Kapoor
-
-