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The first developments in ai for healthcare can be traced back to
the 1950s
researchers began to explore the potential of neural networks for healthcare applications in
1980's and 90's
Neural networks are
types of machine learning that uses interconnected nodes to analyze data and identify patterns
quick medical reference(QMR)
An early example of neural networks: quick medical reference(QMR)
the availability of large datasets and advances in computing power led to significant developments in ai for healthcare in the
2000's
Introduction of deep learning is
a type of machine learning that uses artificial neural networks to analyze large datasets; able to identify complex patterns in data and make predictions with a high degree of accuracy; used in a wide range of healthcare applications, including medical imaging, drug discovery, and personalized medicine
AI algorithms can
analyze large datasets of medical records and genetic data to identify the most effective treatments for individual patients, based on their own medical history, lifestyle, genetics, and other factors
what percent of Americans would be uncomfortable with provider relying on AI in their own health care
60
how much of Americans expect AI in health and medicine to improve patient outcome
fewer than half
what percent of people would feel comfortable if their health care provider relied on AI for their medical care (1% that didn't answer)
39
what percent of people would feel uncomfortable if their healthcare provider relied on AI for their medical care
60
what percent of people believe AI would lead to better outcomes of patients?
38
what percent of Americans believe AI would lead to worse health outcomes for patients?
33
what percent of Americans believe AI would not make much of a difference for health outcomes for patients?
27
do Americans believe using AI technology would make things move too slow or too fast?
too fast
are men or women more comfortable with AI technology?
men
are white, black, or Hispanics more comfortable with AI technology?
hispanics
which age group is the most comfortable with AI tech? 18-29, 30-49, 50-64, or 65+
18-29
are students with post grads, college grads, some college, or just high school or less more comfortable with AI tech?
postgrads
is the upper, middle, or lower class more comfortable with AI tech?
upper
are people who've heard a lot, a little, or nothing about AI tech more comfortable with it?
a lot
are whites, blacks, or Hispanics more uncomfortable with AI tech?
whites
what age groups are the most uncomfortable with AI tech? 18-29, 30-49, 50-64, 65+
50+
what students are the most uncomfortable with AI tech? postgrads, college grads, some college, high school or less?
some college and high school or less
is the upper, lower, or middle class for uncomfortable with AI tech?
lower class
are people who've heard a lot, bad little, or nothing about AI tech more uncomfortable with it?
nothing
do women or men feel more neutral about how AI tech would improve patient or outcomes?
women
do men or women feel like AI tech would lead to better patient outcomes?
men
do whites, blacks, or Hispanics feel like AI tech would lead to better patient outcomes?
hispanics
do whites, blacks, or Hispanics feel like AI tech would lead to worse patient outcomes?
whites
what age group thinks AI would lead to better patient outcomes?
18-29
what age group believes AI would lead to worse patient outcomes?
50-64
what level of schooling believes AI would lead to better patient outcomes?
postgrads
what level of schooling believes AI would lead to worse patient outcomes?
some college and high school or less
what level of knowledge ABOUT AI tech believe it would lead to better patient outcomes?
a lot
what level of knowledge ABOUT AI tech think it would lead to worse patient outcomes?
nothing
what percent of people believe AI would reduce mistakes made?
40
__ percent of people believe AI would reduce racial and ethnic inequality
38
people believe AI would ______ the quality of healthcare for people like us
better
people believe AI would _____ the security of personal health records
worsen
what percent of black adults say bias based on race is a major problem today?
64
about ___ of people who see race/ethnicity inequality think AI would help address the issue
half
what percent of people would want AI for skin cancer screening?
65
what percent of people believe AI would make skin cancer diagnoses easier?
55
what amount of Americans say they wouldn't want AI to help determine amount of pain medicine they get?
two-thirds
what percent of Americans wouldn't want AI powered robots to be used in their own surgery?
59
what percent of adults wouldn't want an AI chatbot for their mental health?
79
people who are _____ a therapist or more willing to use AI chatbot
seeing
The American Trends Panel (ATP) was created by
Pew research center
respondents to the survey:
11,004
non respondents to the survey:
12,448
what was the response rate of the study?
88%
when was ATP created?
2014
what kind of people are die-hards for AI in healthcare?
evangelists
what problems are there with AI?
threats of privacy, ethical concerns, and medical errors
AI will challenge the ______ in healthcare
status quo