Application US20190043618

METHODS AND APPARATUS FOR EVALUATING DEVELOPMENTAL CONDITIONS AND PROVIDING CONTROL OVER COVERAGE AND RELIABILITY
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US20190043618

1. A method for providing an evaluation of input data of an individual obtained through a computer system, said method comprising: (5) (2)

(a) receiving said input data of said individual related to a disorder, delay, or impairment; and

(b) evaluating said input data using at least one machine learning model, thereby generating an evaluation result, wherein said evaluation result is a first categorical determination or a first inconclusive determination with respect to a presence or an absence of said disorder, delay, or impairment.

2. The method of claim 1, wherein at least one threshold range for determining if an evaluation result is inconclusive is adjustable. (2) (0)

3. The method of claim 2, wherein a threshold range of said first categorical determination decreases when a threshold range of said first inconclusive determination increases. (1) (0)

5. The method of claim 2, wherein said threshold range of said first categorical determination or said first inconclusive determination is based on an inclusion rate for said first categorical determination. (2) (0)

8. The method of claim 1, wherein said first categorical determination is selected from said presence or said absence of said disorder, delay, or impairment. (0)

9. The method of claim 1, wherein said at least one machine learning model comprises a subset of a plurality of tunable machine learning models. (2) (0)

10. The method of claim 9, further comprising: (0) (2)

11. The method of claim 9, further comprising: (1) (2)

13. The method of claim 1, wherein said disorder, delay, or impairment comprises pervasive development disorder (PDD), autism spectrum disorder (ASD), social communication disorder, restricted repetitive behaviors, interests, and activities (RRBs), autism (“classical autism”), Asperger's Syndrome (“high functioning autism), PDD-not otherwise specified (PDD-NOS, “atypical autism”), attention deficit disorder (ADD), attention deficit and hyperactivity disorder (ADHD), speech and language delay, obsessive compulsive disorder (OCD), depression, schizophrenia, Alzheimer's disease, dementia, intellectual disability, or learning disability. (1) (0)

15. The method of claim 1, further comprising generating a personal therapeutic treatment plan for said individual based on said evaluation result. (3) (0)

16. The method of claim 15, wherein said personal therapeutic treatment plan is generated using at least one statistical or machine learning model. (0)

17. The method of claim 15, further comprising receiving feedback data based on performance of said personal therapeutic treatment plan and updating said personal therapeutic treatment plan based on said feedback data. (1) (0)

19. The method of claim 15, wherein said personal therapeutic treatment plan comprises a drug therapy and a non-drug therapy. (1) (0)

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Application US20190043618

METHODS AND APPARATUS FOR EVALUATING DEVELOPMENTAL CONDITIONS AND PROVIDING CONTROL OVER COVERAGE AND RELIABILITY

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