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The class of per-pixel approaches is formed by methods that perform BG/FG discrimination by considering each pixel signal as an independent process.
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Although this has been known for quite some time, most programming languages make no distinction between methods that perform side effects by accessing shared resources or mutable state and functions that perform pure calculations just from their input parameters.
In the original SOM method [ 60], the initial weight vectors are set by random values, but in BL-SOM the vectors are initialized by PCA, which is a statistical method that performs linear mapping to extract optimal features from an input distribution in the mean squared error sense.
To take this into account, future epidemiological studies should be performed by methods that enable the detection of double-infections and include screening for new recombinants.
Based on common usage, data exploration in phylogenetics is accomplished by any method that performs sensitivity or quality analysis.
There are a number of Javascript things that perform similar tasks, but the formatting choices and methods afforded by Clipmarks is inconspicuous and potentially addicting.
Compared with traditional methods that mainly performed by manual operation, experimental results confirmed that the proposed method has competitive accuracy and is much faster.
The fitting process of standard AAMs is augmented by imposing constraints from methods that only perform well on a subset of landmarks ('subset AAM' and 'local tracking').
The primary tumour was judged MYCN amplification by the FISH method that was performed after the relapse.
As array data analyses could be performed by several methods that could reciprocally confirm each other, independent investigators performed this essential step using two different tools the BRB array and GeneSpring GX software, respectively (see Materials and Methods).
18, 19 These two studies attributed the high complication rates to their techniques (plastic bell method and traditional method) that were performed by poorly trained performers.
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