MULTI-MODALITY FUSION CLASSIFIER WITH INTEGRATED NON-IMAGING FACTORS
First Claim
Patent Images
1. A computer implemented method of producing a disease assessment, said method comprising:
- producing a first numerical disease or condition classification or assessment score from at least one image;
producing a second numerical disease or condition classification or assessment score from non-image information;
combining at least the first and second disease or condition classification or assessment scores to produce a combined disease or condition classification or assessment score; and
displaying the combined disease or condition classification or assessment score.
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Abstract
Disease or biomedical condition assessments or classifications are computed with scores from multiple different image modalities. Non-image information such as biometric, demographic, anthropomorphic and various risk factors may also be fused (combined) with one or more image modality disease or biomedical condition assessments or classifications to produce an integrated disease or biomedical condition assessment or suspicion score output and/or classification.
169 Citations
20 Claims
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1. A computer implemented method of producing a disease assessment, said method comprising:
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producing a first numerical disease or condition classification or assessment score from at least one image; producing a second numerical disease or condition classification or assessment score from non-image information; combining at least the first and second disease or condition classification or assessment scores to produce a combined disease or condition classification or assessment score; and displaying the combined disease or condition classification or assessment score. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A computer implemented method of producing a disease suspicion score, said method comprising:
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producing a first numerical disease or condition classification or assessment score from at least one image produced with a first imaging modality; producing a second numerical disease or condition classification or assessment score from at least one image produced with a second imaging modality; combining at least the first and second disease or condition classification or assessment scores with non-neural network statistical analysis to produce a combined disease or condition classification or assessment score; and displaying the combined disease or condition classification or assessment score. - View Dependent Claims (14, 15, 16)
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17. A system for producing a disease assessment, said system comprising:
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means for producing a first numerical disease or condition classification or assessment score from at least one image; means for producing a second numerical disease or condition classification or assessment score from non-image information; and means for combining at least the first and second disease or condition classification or assessment scores to produce a combined disease or condition classification or assessment score. - View Dependent Claims (18)
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19. A system for producing a disease suspicion score, said system comprising:
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means for producing a first numerical disease or condition classification or assessment score from at least one image produced with a first imaging modality; means for producing a second numerical disease or condition classification or assessment score from at least one image produced with a second imaging modality; and means for combining at least the first and second disease or condition classification or assessment scores with non-neural network statistical analysis to produce a combined disease or condition classification or assessment score. - View Dependent Claims (20)
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Specification