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Adaptive filtration applied to selectively enhance underexposed areas of film images may improve nodule detection.
Eight observers were shown 150 test radiographs (50 unprocessed, 50 processed with adaptive filtration, 50 processed with histogram equalization) containing 150 nodules.
The results indicate a statistically significant (P less than.03) difference, with highest observer performance in the chest radiographs processed with adaptive filtration (median area under ROC curve = 0.78), compared with unprocessed images (median = 0.68) and chest radiographs processed with histogram equalization (median = 0.62).
To evaluate the effects of image processing in digitized chest radiographs when high-resolution images are used, an examination was done in which the detection of pulmonary nodules in unprocessed digitized chest radiographs was compared with that in images that had undergone processing with two methods, adaptive filtration and histogram equalization.
If their simple and intuitive model is actually correct, human evolution has been partly a process of developing the ability to do this sort of "adaptive filtration" in a more and more intelligent way.
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Current projects include simulation of next-generation detectors, assessment of stroke imaging protocols, and reduction of exposure through adaptive x-ray filtration.
In this study, we designed a special tubular membrane module, which can be self-adaptive according to the dynamic membrane filtration process, to gain a sustainable stable flux and enhance the backwashing effect.
RECENT FINDINGS Recent modelling studies investigated the extent to which the adaptive response to nephrectomy, which includes elevation in single-nephron glomerular filtration rate and tubular transport capacity, may achieve balance but increases O2 consumption per nephron.
An adaptive optimal scheduling and controller design is presented that attempts to improve the performance of beer membrane filtration over the ones currently obtained by operators.
Be adaptive.
(b) Gel filtration chromatography.
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