Systems and methods for streaming normalized clinical trial capacity information
The invention generally relates to computer-based systems to evaluate and market clinical trial research centers. In certain aspects, the invention provides computer-based systems to collect information about clinical research centers. Systems include a tangible, non-transitory memory coupled to a processor operable to retrieve, based on a user's input, an identity of a clinical research center and prompt the user for information relating generally to the center. The system can collect disease-specific information by prompting the user for a selection of a disease and then collecting from the user information identifying an ability of the center to perform one or more tests relating to the disease.
1. A computer-implemented method, the method comprising:
receiving information on clinical trial assets from one or more data sources;
matching a portion of the information on the clinical trial assets with at least one user query;
filtering the clinical trial assets in N-dimensional space according to one or more user criteria to identify an N-dimensional cluster of clinical trial assets;
representing the identified N-dimensional cluster of clinical trial assets as one or more display elements;
identifying an outlying display element by determining a centroid of a cluster of the one or more display elements and a distance between the outlying display element and the centroid; and
modifying a visual aspect associated with the outlying display element to indicate at least one dimension of the outlying display element in the n-dimensional space has been reduced, wherein modifying the visual aspect comprises reducing the distance between the outlying display element and the centroid.
2. The method of claim 1 , further comprising:
reducing the distance of the outlying display element and the centroid of the N-dimensional cluster comprises transforming coordinates of the outlying display element.
3. The method of claim 1 , wherein the user's criteria's include at least one of cost, research activity, and patient population.
4. The method of claim 1 , wherein the clinical trial assets include at least one of a site, location, and/or an investigator.
5. The method of claim 1 , further comprising:
normalizing the matched portion of the information on the clinical trial assets received from the one or more data sources.
6. The method of claim 1 , further comprising:
merging the matched information of the clinical trial assets within a volatile memory after receiving the information on the clinical trial assets.
7. The method of claim 1 , wherein N is an integer greater than or equal to 3.
8. A computer program product comprising a tangible storage medium encoded with processor-readable instructions that, when executed by one or more processors, enable the computer program product to:
receive information on clinical trial assets from one or more data sources;
match a portion of the information on the clinical trial assets with at least one user query;
filter the clinical trial assets in N-dimensional space according to one or more user criteria to identify an N-dimensional cluster of clinical trial assets;
represent each of the identified N-dimensional cluster of clinical trial assets as one or more display elements;
identify an outlying display element by determining a centroid of a cluster of the one or more display elements and a distance between the outlying display element and the centroid; and
modify a visual aspect associated with the outlying display element to indicate at least one dimension of the outlying display element in the n-dimensional space has been reduced, wherein modify the visual aspect comprises reducing the distance between the outlying display element and the centroid.
9. The computer program product of claim 8 , wherein the user criteria's include at least one of research infrastructure and/or research activity.
10. The computer program product of claim 8 , wherein one or more sets of research centers are within the N-dimensional cluster.
11. The computer program product of claim 8 , wherein the centroid is located in a middle portion of the N-dimensional cluster.
12. The computer program product of claim 8 , wherein the filter criteria includes local cost per patient and/or local availability of a specific comparator drug.
13. The computer program product of claim 8 , wherein the outlying display element is represented by a nation/country.
14. The computer program product of claim 8 , wherein the filtering includes determining whether the clinical trial assets supply a specific resource.
15. A computer system connected to a network, the system comprising:
one or more processors configured to:
receive information on clinical trial assets from one or more data sources;
match a portion of the information on the clinical trial assets with at least one user query;
filter the clinical trial assets in N-dimensional space according to one or more user criteria to identify an N-dimensional cluster of clinical trial assets;
represent each of the identified N-dimensional cluster of clinical trial assets as one or more display elements;
identify an outlying display element by determining a centroid of a cluster of the one or more display elements and a distance between the outlying display element and the centroid; and
modify a visual aspect associated with the outlying display element to indicate at least one dimension of the outlying display element in the n-dimensional space has been reduced, wherein modify the visual aspect comprises reducing the distance between the outlying display element and the centroid.
16. The system of claim 15 , wherein the filtering of the organized clinical trial assets is based on an availability of a diagnostic tool.
17. The system of claim 15 , wherein the N-dimensional cluster of clinical trial assets are located within one or more cities.
18. The system of claim 15 , wherein the filtering of the clinical trial assets includes filtering for one or more locations based on one or more questions being addressed.
19. The system of claim 15 , wherein the information about the clinical trial assets are organized according to one or more diseases.
20. The system of claim 15 , wherein each of the one or more display elements represent countries with one or more research facilities.