Method of drug approval using motion vector analysis
A method of treating a patient for a disease, such as arthritis, is described. Steps include treating an animal for the disease with a first treatment, capturing video frames, then using optical flow to compute vector fields for each frame, then taking a maximum vector value over a first time period, then selecting a set of maximum vector values over a second time period, then clipping those values to a maximum, and then computing an average of those values. This value is an efficacy and it is compared to a baseline efficacy. If the treatment is efficacious, the patient is so treated. A method of applying for a drug for approval is also described, using substantially the same steps.
1. A method for treating a patient for a first disease comprising the steps:
(a) treating an animal for a first disease using a first treatment;
(b) recording, using a camera, a series of image frames of an animal cage interior wherein the cage comprises the animal;
(c) generating a reduced vector field from at least a subset of image frames from step (b) using optical flow analysis;
(d) selecting one or more maximum vector values from the vector field from step (c);
(e) computing a first-period maximum value for the one or more maximum vector values from step (d) over a first time period length;
(f) repeating steps (b) through (e) for multiple, sequential time periods having the first time period length, wherein the multiple, sequential time periods fall within a second time period;
(g) selecting a second-period maximum value set from all of the first-period maximum values computed from repeating step (e);
(h) computing a mean value from the values of the second-period maximum value set selected from step (g);
(i) computing an efficacy of the first drug by subtracting a baseline value from the mean value from step (h);
(j) treating the patient with the first drug when the efficacy of the first drug computed in step (i) exceeds a predetermined threshold value.
2. A method for applying for approval of first drug for treating patients with a first disease, comprising the steps:
(a) treating an animal for a first disease using a first treatment;
(b) recording, using a camera, a series of image frames of an animal cage interior wherein the cage comprises the animal;
(c) generating a reduced vector field from at least a subset of image frames from step (b) using optical flow analysis;
(d) selecting one or more maximum vector values from the vector field from step (c);
(e) computing a first-period maximum value for the one or more maximum vector values from step (d) over a first time period length;
(f) repeating steps (b) through (e) for multiple, sequential time periods having the first time period length, wherein the multiple, sequential time periods fall within a second time period;
(g) selecting a second-period maximum value set from all of the first-period maximum values computed from repeating step (e);
(h) computing a mean value from the values of the second-period maximum value set selected from step (g);
(i) computing an efficacy of the first drug by subtracting a baseline value from the mean value from step (h); and
(j) applying for approval of the first drug when the efficacy of the first drug exceeds a predetermined threshold value.