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Methods and arrangements for identifying dermatological diagnoses with clinically negligible probabilities
专利权人:
Digimarc Corporation
发明人:
Bruce L. Davis,Tony F. Rodriguez,John Stach
申请号:
US14289493
公开号:
US09504420B2
申请日:
2014.05.28
申请国别(地区):
US
年份:
2016
代理人:
摘要:
Reference imagery of dermatological conditions is compiled in a crowd-sourced database (contributed by clinicians and/or the lay public), together with associated diagnosis information. A user later submits a query image to the system (e.g., captured with a smartphone). Image-based derivatives for the query image are determined (e.g., color histograms, FFT-based metrics, etc.), and are compared against similar derivatives computed from the reference imagery. This comparison identifies diseases that are not consistent with the query image, and such information is reported to the user. Depending on the size of the database, and the specificity of the data, 90% or more of candidate conditions may be effectively ruled-out, possibly sparing the user from expensive and painful biopsy procedures, and granting some peace of mind (e.g., knowledge that an emerging pattern of small lesions on a forearm is probably not caused by shingles, bedbugs, malaria or AIDS). A great number of other features and arrangements are also detailed.
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