View the archived webinar here: https://www.youtube.com/watch?v=UJak41hIDWc
How can we use new and existing sources of data to deliver better, personalized care? Predictive analytics underlies what has always been conducted by doctors through their training, experience, and decision-making. Dozens of new digital products have hit the market and $1.9B has flowed into the space since 2011—but what does it take for an algorithm to accurately and reliably impact care?
Purchase the report here: https://gumroad.com/l/gzbzV
mental health , characteristic of mentally healthy person .pptx
The Future of Personalized Health Care: Predictive Analytics by @Rock_Health
1. R E S E A R C H
2014 OCT 27
PREDICTIVE ANALYTICS
THE FUTURE OF PERSONALIZED HEALTH CARE
2. A R O C K R E P O R T B Y
E DISTINCTLY REMEMBER THE MOMENT THAT SCIENTISTS CLAIMED
Wvictory against all nature of future disease after the human genome had successfully been decoded. However, over
the ensuing decade-plus, it has become clear that our health is
not quite that deterministic. Clinicians must weigh not just a
string of nucleotides when making decisions about our care, but
must also incorporate a growing set of health data that is
generated and controlled by patients. Incorporating this data
into health care to enable better decisions is at the heart of this
report. The benefits of using predictive analytics are the same
as many categories of digital health: better care and lower costs.
The difference is that the path to realizing these benefits—
through personalized care—is only possible by implementing
these technologies. The concern that care will be reduced to a
set of algorithmically-derived probabilities is important and
real. But the promise is as well.
AUTHORED BY WITH HELP FROM
MALAY GANDHI
@mgxtro
TERESA WANG
@teresawang6
ROCK HEALTH is powering the future of the digital health ecosystem,
bringing together the brightest minds across disciplines to build
better solutions. Rock Health funds and supports startups building
the next generation of technologies transforming healthcare.
ROCK HEALTH partners include Abbott, Blue Shield of California,
Boehringer Ingelheim, Deloitte, GE, Genentech, Harvard Medical
School, Kaiser Permanente, Kleiner Perkins Caufield & Byers, Mayo
Clinic, Mohr Davidow Ventures, Montreux Equity Partners,
Qualcomm Life, UCSF and UnitedHealth Group.
LEARN MORE AT rockhealth.com
LAUREN DEVOS
@lauren_devos
4. [Genome science] will
revolutionize the diagnosis,
prevention and treatment of
most, if not all, human
diseases.” PRESIDENT BILL CLINTON
“
Remarks on the completion of the first survey of
the entire human genome (June 26, 2000)
7. Predictive analytics is not reinventing the wheel. It’s
applying what doctors have been doing on a larger
scale. What's changed is our ability to better measure,
aggregate, and make sense of previously hard-to-obtain
or non-existent behavioral, psychosocial, and
biometric data. Combining these new datasets with
the existing sciences of epidemiology and clinical
medicine allows us to accelerate progress in
understanding the relationships between external
factors and human biology—ultimately resulting in
enhanced reengineering of clinical pathways and truly
personalized care.”
VINNIE RAMESH
Chief Technology Officer
Co-founder
Wellframe enables
health plans and
healthcare providers to
better manage clinical
and financial risk, while
augmenting the impact
of their existing care
resources
“
8. PREDICTIVE ANALYTICS is the process of learning
from historical data in order to make predictions
about the future (or any unknown)
FOR HEALTH CARE, predictive analytics will enable
the best decisions to be made, allowing for care to
be personalized to each individual
23. “The keystone of any successful predictive analytics
model is the ability to improve the prediction based on
a feedback loop.
Within seconds, Google knows whether its search
engine prediction is correct. But in health care, the
feedback loop—which is often measured in terms of
impact on biometric or cost outcomes—can take
years.”
CHRISTINE LEMKE
Co-founder and CEO
The Activity Exchange is
the connective tissue
between healthcare
companies and their
populations to build and
manage relationships to
improve outcomes.
32. “Healthcare providers don’t just want predictive
analytics to output graphs and statistics. They need
something that’s actionable.
You have to distill it down to what matters and is
actionable. Because there’s a hundred thousand
things that come into play in health care, predictive
analytics has to tell us what matters and how we can
act on it.”
ANIL JAIN
Chief Medical Officer
Explorys offers a
software platform
solution that helps
healthcare systems
aggregate, analyze, and
manage their big data
37. We are underestimating the potential impact of
predictive analytics in process tools to help physicians
make better decisions.
Every week, at the airport, I get on an airplane, and I
don’t worry about flying at all. There are so many tools
deployed to assist the pilot. I was talking with a pilot
about the new 787–and the pilot said he basically
monitors the plane. We’re going to see more of that in
health care.
Physicians will be monitoring algorithms.”
KEVIN FICKENSCHER
President, AMC Health
Former President, AMIA
AMC Health provides
customized, scalable
telehealth solutions for
organizations serving at-risk
populations through
remote patient
monitoring programs.
“