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An object index is introduced and is computed by Otsu segmentation to label the classified lidar points i.e. indices above the threshold for objects are regarded as objects.
The number of frames per second depends on the frame length and is computed by dividing the 44.1 KHz sampling rate by the frame length.
The binning subsample signal t(n) represents the same data as s(n) and is computed by upsampling s(n)(insert zeros where necessary).
For a given detector and a given scenario, the threshold is directly related to the P FA and is computed by Monte Carlo simulations.
(F_{1}) score is the harmonic mean of precision and recall and is computed by (F_{1}=frac{2.precision.recall}{precision+recall}) where (precision=frac{TP}{TP+FP}) and (recall=frac{TP}{TP+FN}).
ln ([p(mathbb {U}_{s};theta _1)]) is the log-likelihood of the training sample (mathbb {U}_{s}) and is computed by taking the logarithm of the probability value defined in Eq. (25).
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In our implementation, and are computed by convolution with the mask for computation efficiency.
Prescribed metformin doses: Data on metformin dose was extracted for each user and was computed by multiplying the prescribed dose by daily prescription frequency.
Lungs resistance (RL) and elastance (EL) were measured along decellularization steps and were computed by linear regression fitting of tracheal pressure, flow, and volume during mechanical ventilation.
The two normals, and, are computed by: (21).
SDQ ratings were made by the teachers and were computed by clinicians, and, finally, the KSP questionnaires used in the earlier study were conducted by a clinical psychologist.
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