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"One should not depend on a single modality," Dr. Guidry said.
All but one patient received single modality treatment.
Hybrid representation uses different representations from a single modality rather than using data from different modalities.
At present, several kinds of equipment specialized to monitor single modality are being used simultaneously.
The resultant models offer features that extend single modality paradigms in predictive function.
Combination treatment modalities have shown promising results as compared to single modality for large tumors.
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The latter essentially corresponds to the generation of the respective single-modality analysis results.
A BN structure is initially defined for performing the fusion of the computed single-modality analysis results.
Modality fusion aims at exploiting the correlations between data coming from different modalities to improve single-modality analysis results [6].
In this scenario, it is accepted that none of the existing single-modality treatments may cure cancer.
(A) The combination therapy reduces tumor burden by up to 97% (*p < 0.05, Kruskal-Wallis test) compared to the single-modality treatment.
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