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Both generalised Bayesian (active inference) and Kalman filtering predict the current state of the system using prior knowledge (about previous target locations) and refine these predictions using sensory data (prediction errors).
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Ideally, all but one of these issues would be ruled out using prior system knowledge before using this assessment tool to identify discrepancies in PTR-MS VOC quantification.
At a national hospital in New Zealand, Pattison et al. [ 8] developed and tested an antepartum risk scoring system (N = 29,101 consecutive pregnancies) using prior obstetric history and current pregnancy risk factors, where a fetal risk score ≥ 3 denoted high risk.
Prior authorization events (N = 435) took roughly 20 minutes to complete (beta = 20.017, p < .001); Medicaid requests took less time (beta = −6.085, p < .001), and Electronic Health Record (EHR) system use reduced prior authorization time by about 5 minutes (beta = −5.086, p = .002).002
The enhanced chemiluminescence detection system (GE Healthcare) was used prior to exposing the blot to X-ray.
Selected context-wise results are presented in Figure 9. Results are presented for three different system configurations: the context-independent baseline system, context-dependent monophonic event detection system using count-based event priors, and context-dependent polyphonic event detection system using count-based event priors.
It is shown that the developed video tracking system outperforms level set-based systems that do not use prior shape knowledge, working well even where these systems fail.
Many CASA systems and many source separation methods use prior knowledge about source signals for robust estimation to improve the performance.
The system uses music scores as prior information but relaxes the alignment constraint between score and audio.
A mass burn system uses all the refuse, without prior treatment or preparation.
This comparative result further confirmed that our pathway-based classification of HCC prognosis is compatible with prior classification systems using survival- and recurrence-associated genes.
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