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Relative features were calculated to obtain further information.
LBP-TOP features were calculated for each block.
The vibrational and thermodynamical features were calculated using the DFT and MP2 methodologies.
All of these features were calculated based on a mel-filtered spectrogram with 20 bands.
Conventional PET parameters, and histogram-based features were calculated for all patients.
Hence, for k-mers with k = {1, 2, 3}, 84 features were calculated per example.
All features were calculated based on short frames of the signal according to Eq. (1).
Additionally, mean and standard deviation of these features were calculated over all frames.
The texture features were calculated following the instructions of a recent survey of PET/CT image characterization [22].
The same texture features were calculated for both PET and CT, with 41 features for each modality.
The values of the RMS features and CC features were calculated, respectively, according to Eq. (1) and Eq. (3).
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