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AssigneesCase Western Reserve University, Emory University, Kantonsspital Aarau AG, Southern Sun Pathology
InventorsYufei Zhou, Can Koyuncu, Cheng Lu, Rainer Grobholz, Ian Katz, Anant Madabhushi, Andrew Janowczyk
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The present disclosure, in some embodiments, relates to a method of mitigating domain shift. The method includes accessing a first imaging data set having one or more first images from a first site and accessing a second imaging data set having one or more second images from a second site. The one or more first images respectively include a first on-target region. The one or more second images respectively include a second off-target region. The first on-target region is modified using the second off-target region to generate a calibrated first on-target region. The calibrated first on-target region has a first domain shift with respect to the second off-target region and the first on-target region has a second domain shift with respect to the first on-target region. The first domain shift is smaller than the second domain shift.
A method of mitigating domain shift, comprising:
A non-transitory computer-readable medium storing computer-executable instructions that, when executed, cause a processor to perform operations, comprising:
An apparatus, comprising:
Dependencies are inferred from the claim text.