Definitions/Best Practices for using AI
When humans assist machines, they need to perform these 3 roles
train machines, explain the outcomes of those tasks, and sustain the responsible use of machines
______ can be reflected and amplified by artificial intelligence in dangerous ways, whether it be in deciding who gets a bank loan or who gets surveilled.
Social bias
To build and improve automated systems corporate labs must acquire vast amounts of _______ from (source) ___________?
patient data and other medical institutions?)
Use of AI in this can help detect additional details of tumor progression that a traditional monitoring approach may miss, such as ________?
the spread of a tumor along nerve fibers
This screener provides a simple, straightforward chat interface, presenting patients with a series of questions based on content from the CDC and healthcare experts
Partners Covid -19 screener
How do machine learning algorithms learn to perform the work they’re designed to do?
Human Training
Better _____ sampling methods will mitigate the chance of bias in AI
Data
Deep Mind’s new research is based on ________, a complex mathematical system that can learn tasks by analyzing vast amounts of data. (What is neural network?)
neural network?
_________ and _______ streamline the standard approach of analyzing tissue samples while the patient is still on the operating table, to help guide brain surgery and treatment.
artificial intelligence and new imaging techniques
___________created a screening/triage tool to help screen high numbers of people and rapidly differentiates patients who might be sick with COVID -19 vs. those sick with less threatening ailments.
Providence St. Joseph Health System
Many companies have used ______ to automate processes. Companies that have replaced humans have only seen short term gains
AI
Being thoughtful and thorough in the creation of _______ will mitigate the chance of bias.
Algorithms
Privacy concerns are heightened because _______ already controls so much data regarding individuals' online search activity
__________are being developed to help detect lung cancers on CT scans, diagnose eye diseases in paper with diabetes and find cancer on microscope slides.
algorithms
This technology company developed a no – contact infrared sensor system to quickly single out individuals with fever, even in crowds
Baidu
Employees who continually work to ensure that AI systems are functioning properly, safely, and responsibly
Sustainers
________ the demographic of AI researchers will decrease human bias (Answer: What is diversifying?)
Diversifying
Lack of ______ will limit the algorithms ability to be applied to broad populations.
Varied data
Lasers to scan tissue samples with certain wavelengths of light
a technique called Raman histology
The combination of ____ and ______ are used to conduct facial thermal scans to intercept individuals with potential COVID -19 symptoms from visiting patients
cameras and AI
The use of this technology is increasing fears that human workers will be replaced.
AI
Changing the ______ of scientists is the most challenging piece of removing bias from the field of Artificial Intelligence Research.
cultural attitude
DeepMind released a AI system that could predict ______ up to 48 hours before onset.
acute kidney injury
The shortage of ________ may be filled as the use of this new technique increases.
Neuropathologists
The balance between ______ and _________ for final decision making are essential to providing high quality, safe care.
AI and human clinical expertise