(@srileka.mylvaganam)

AoU Research Priorities Use Cases

Can a AI chatbot solve or reduce the commotion and confusion that arises during an outbreak of epidemic, endemic or a pandemic d

Whenever there is an outbreak of an pandemic disease, say "swine flu", everyone gets alarmed on the symptoms to check if they have actually got it. So a chatbot trained with AI to detect the key symptoms and guide the end user to identify if he is at risk or not, would reduce the excitement among patients and also save general physicians time in effectively attending only the actual patients

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(@visarb)

AoU Research Priorities Use Cases

Can measures of speech and language be pre-clinical predictors of neurological disease?

Complex brain networks are responsible for translating thoughts and ideas into sequences of movements that produce the sounds of speech. Any disturbance in these networks can lead to changes in how we speak and what we say. Evidence shows that subtle changes in speech are early harbingers of neurological disease. We propose to use the AoU platform to validate this hypothesis on a large scale and to develop AI tools for... more »

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2 votes
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(@drirene)

AoU Research Priorities Use Cases

How can "All of Us" researchers collaborate to address differences and unique patterns of every individual?

Each of Us is Unique, All of Us should work together. Some diseases are generously funded because advocacy groups have powerful lobbying arms. Every individual affected could potentially contribute valuable data to different medical subspecialities. We should not box people in ICD codes, but use a narrative-based approach, stop dismissing patients' observations and patterns of limited significance - as it could lead to... more »

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17 votes
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(@junseok.chae)

AoU Research Priorities Use Cases

Could the Precision Medicine Initiative Enable Artificial Intelligence Use in Ophthalmology?

We will reach out to the public to upload eye images using smartphones and evaluate them, creating a large corpus of human eye images. A convolutional neural network will be trained to diagnose eye diseases, and then used to remotely provide human-level prescreening and diagnosis to patients, for easy and early detection and treatment. Few studies started building AI systems but the available images are insufficient.... more »

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3 votes
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(@andrew.cocke)

AoU Research Priorities Use Cases

What is the relative impact of various physical environmental factors like natural daylight, view, and noise on patient oucomes?

Using data on the physical features of patients' rooms, bathrooms, nurses' stations, etc., this study would use multivariate linear regression, artificial neural networks, deep leaning, or other AI methods to draw correlations between each of these physical features and patient outcomes like length of stay, readmission rates, accidents, hospital-acquired infections, mortality, and staff occupational injuries, and build... more »

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13 votes
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(@ceebee12)

AoU Research Priorities Use Cases

How Robotics or Artificial intelligence could further benefit the provision of health care

GOALS Utilization of artificial intelligence to monitor heart patients recovering from heart attacks, asthma and other disorders which have a higher death rate upon immediate release from a medical institution. METHODS Utilizing fixed artificial intelligence programming to monitor and recommend remedial actions for patients suffering from disorders which have a higher death rate upon immediate release from a medical... more »

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8 votes
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