Enhancing human outcomes with
machine learning
machine learning
Sustainable ways to improve quality of life
SOLUTIONS
Find early intervention opportunities by identifying
cohort timelines lead to poor outcomes
cohort timelines lead to poor outcomes
What we do
We identify cohorts in any population with common characteristics that lead to poor outcomes.
This can reveal early predictors of future outcomes making it possible to make early interventions that lead to
better outcomes.
This can reveal early predictors of future outcomes making it possible to make early interventions that lead to
better outcomes.
Health Care
Hospitals and Government Health Corganisations can
find early intervention points to avoid adverse events
and reduce avoidable admissions
find early intervention points to avoid adverse events
and reduce avoidable admissions
Aged Care
Residential Care Organisations can better target their resource and improve outcomes for everyone in their facilities
Other
The cohortiQ methodology can be applied to many fields where it is important to assess long term outcomes and find or measure early interventions
SOLUTION
Timelines
What's so different about timelines?
When organisations measure efficiency and effectiveness, they often base this on isolated events or episodes. For example, a hospital will frequently measure the length of time a patient is in hospital for a single episode. This may be a good short-term measure but doesn't really measure the "wellness" of a patient over time.
By joining up multiple episodes into a single coherent timeline for each person, a longer term outcome view is possible as well as "whole of life" analysis.
By joining up multiple episodes into a single coherent timeline for each person, a longer term outcome view is possible as well as "whole of life" analysis.
SOLUTION
Data Linking
SOLUTION
Machine Learning
SOLUTION
Cohort Identification
What is a cohort?
A cohort is a segment or group within a population that have common characteristics. It's not a new concept but innovative techniques now allow for much more sophisticated cohorts to be identified.
What can I do with a cohort?
Cohorts are extremely useful when it comes to targeting resource. In retail, this results in targeting specific groups with promotions to increase sales and satisfaction. In health, cohorts can be targeted for early interventions to avoid poor and avoidable outcomes.
How does this save money?
To efficiently target hospital spend, it's important to know which cohorts and groups to target. With cohortiQ's "predictive cohorts" you can target early interventions to improve outcomes and reduce unnecessary expense.
How does this help a cohort?
To efficiently target hospital spend, it's important to know which cohorts and groups to target. With cohortiQ's "predictive cohorts" you can target early interventions to improve outcomes and reduce unnecessary expense.
SOLUTIONS
The cohortiQ solution delivers a platform that makes sophisticated,
big-data insights available to anyone in your organisation.
big-data insights available to anyone in your organisation.
Advanced Visualisations
Surface Cohort Journeys
Our advanced visualisations allow you to explore the timelines of cohorts through multiple pathways.
Machine Learning Insights
View Insights, Not More Data
With the limited time available, more data does not mean more value. By utilising machine assited learning, actual findings and insights are surfaced without the need to spend countless hours searching for them manually.
