Unlike conventional graph-based methods, which recognise features by graph matching, the new approach recognises the undercut features by searching the cut-sets of subgraphs.
That modified picture is then fed back into the network, which is again tasked to recognise features and emphasise them, and so on.
The next step is to let it loose on a fresh set of images, to see if the facial-recognition rules it has extracted hold up in the real world.By working from the bottom up in this way, machine-learning algorithms learn to recognise features, concepts and categories that humans understand but struggle to define in code.
Recognised features suspicious for malignancy used include: microcalcification, ill defined contours, marked hypogenicity and presence of internal or mixed vascularity [1, 2].
The second, more extensive, investigation used electrical resistivity tomography and gravimetric survey in order to extend the previously recognised features both laterally and to depth.
It is possible software can recognise features – in the digital representation and analysis of colour intensity throughout a lesion – when the eye cannot, and therefore improve the diagnostic accuracy of even well trained and experienced clinicians.
Healthcare professionals should undergo training to recognise features of intimate partner violence and the antenatal services should be commissioned which allow flexibility in antenatal appointments [ 18].
Other findings, such as discomfort amongst some students with the peer teacher role, are recognised features of new PAL initiatives, particularly where provision of feedback to peers is involved (Topping 1998).
Consistent with our previous study, exendin-4 (and insulin) had no effect on cardiac morphometry or cardiomyocyte area in diabetic animals, although both body weight and LV mass were reduced by STZ, which are recognised features of this model [ 34, 45].
While nodules are a well recognised feature of LCH, ground glass opacification is not typically associated with either LCH or LAM.
In accordance with the above-mentioned data, myocardial oedema on CMR is the only recognised feature in TCM, reflecting acute inflammation and myocardial injury [ 25].
