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AI Biotech/Diagnostics: Cardio
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Patent US10687751
Issued 2020-06-23
Enhancing Diagnosis Of Disorder Through Artificial Intelligence And Mobile Health Technologies Without Compromising Accuracy
A computer system for generating a diagnostic tool by applying artificial intelligence to an instrument for diagnosis of a disorder, such as autism. For autism, the instrument can be a caregiver-directed set of questions designed for an autism classification tool or an observation of the subject in a video, video conference, or in person and associated set of questions about behavior that are designed for use in a separate autism classification tool. The computer system can have one or more processors and memory to store one or more computer programs having instructions for generating a highly statistically accurate set of diagnostic items selected from the instrument, which are tested against a first test using a technique using artificial intelligence and a second test against an independent source. Also, a computer implemented method and a non-transitory computer-readable storage medium are disclosed.
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- 1. A computer system for diagnosing a behavioral disorder, a developmental delay, or a neurological impairment of a subject with a diagnostic tool comprising a classifier and a set of diagnostic questions, the computer system comprising:
a processor; and a non-transitory computer readable medium that stores instructions that when executed by the processor causes the processor to: display the set of diagnostic questions; receive responses to the set of diagnostic questions; provide the responses as an input to the classifier, wherein the classifier is trained with data from a plurality of individuals having the behavioral disorder, the developmental delay, or the neurological impairment, and wherein the classifier has an accuracy of at least 90%; evaluate the responses with the classifier; and generate an output indicating whether there is an indication that the subject has the behavioral disorder, the developmental delay, or the neurological impairment.
- 17. A non-transitory computer-readable storage medium including instructions for diagnosing a behavioral disorder, a developmental delay, or a neurological impairment of a subject with a diagnostic tool comprising a classifier and a set of diagnostic questions, said instructions comprising:
displaying the set of diagnostic questions; receiving responses to the set of diagnostic questions; providing the responses as an input to the classifier, wherein the classifier is trained with data from a plurality of individuals having the behavioral disorder, the developmental delay, or the neurological impairment, and wherein the classifier has an accuracy of at least 90%; evaluating the responses with the classifier; and generating an output indicating whether there is an indication that the subject has the behavioral disorder, the developmental delay, or the neurological impairment.
